<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[AAL Community AI Newsletter]]></title><description><![CDATA[AAL INNOVATION]]></description><link>https://communitynews.aalinnovationai.com</link><image><url>https://substackcdn.com/image/fetch/$s_!9Dfs!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faaf17b92-5a04-4342-9e7c-e1601779a598_1280x1280.png</url><title>AAL Community AI Newsletter</title><link>https://communitynews.aalinnovationai.com</link></image><generator>Substack</generator><lastBuildDate>Wed, 11 Nov 2026 18:50:34 GMT</lastBuildDate><atom:link href="https://communitynews.aalinnovationai.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Natalie]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[team@aalinnovationai.com]]></webMaster><itunes:owner><itunes:email><![CDATA[team@aalinnovationai.com]]></itunes:email><itunes:name><![CDATA[AAL INNOVATION]]></itunes:name></itunes:owner><itunes:author><![CDATA[AAL INNOVATION]]></itunes:author><googleplay:owner><![CDATA[team@aalinnovationai.com]]></googleplay:owner><googleplay:email><![CDATA[team@aalinnovationai.com]]></googleplay:email><googleplay:author><![CDATA[AAL INNOVATION]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[AAL Community AI Newsletter: Joining the CIC AI Roadshow and AI in Interior Design Education]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-joining</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-joining</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 09 Nov 2026 00:30:32 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!2mpq!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to this week&#8217;s newsletter. We are looking ahead to an industry showcase organized by the Construction Industry Council (CIC) in Hong Kong, alongside reflections from a university guest lecture delivered by our team on artificial intelligence in interior design.</p><h2>CIC AI Roadshow: AI for Design &amp; Planning</h2><p>To encourage practical adoption across the built environment, the Construction Industry Council is hosting the <strong>AI Roadshow: AI for Design &amp; Planning</strong> on Tuesday, 10 November 2026, starting at 2:00 PM at the Zero Carbon Park (ZCP) in Kowloon Bay.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!2mpq!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!2mpq!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg 424w, https://substackcdn.com/image/fetch/$s_!2mpq!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg 848w, https://substackcdn.com/image/fetch/$s_!2mpq!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!2mpq!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg 1456w" sizes="100vw"><img 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srcset="https://substackcdn.com/image/fetch/$s_!2mpq!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg 424w, https://substackcdn.com/image/fetch/$s_!2mpq!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg 848w, https://substackcdn.com/image/fetch/$s_!2mpq!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!2mpq!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa6be195d-818f-4ee9-a4f8-da4e82e3d2b2_6071x4047.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>The showcase gathers eight leading AI solution providers to demonstrate live tools across generative design, planning analysis, BIM integration, and design optimization. The program is tailored for architects, planners, engineers, and project leaders seeking to enhance delivery speed, decision-making quality, and workflow coordination on active projects.</p><p>In addition to live technical demonstrations, the afternoon includes a dedicated Business Matching session. This provides a direct forum for practitioners to sit down with solution creators, discuss firm-specific constraints, and evaluate concrete collaboration paths.</p><p>Event details:</p><ul><li><p>Date: Tuesday, 10 November 2026</p></li><li><p>Time: 2:00 PM</p></li><li><p>Venue: Zero Carbon Park (ZCP), Kowloon Bay</p></li><li><p>Theme: AI for Design &amp; Planning</p></li></ul><p>Seats are limited, so we encourage early registration.</p><p>&#128073; <strong><a href="https://events.cic.hk/event/AI-Roadshow/register">Register for the CIC AI Roadshow</a></strong></p><h2>Teaching AI for interior design</h2><p>Alongside industry showcases, our commitment to education continues. We recently delivered a guest lecture to university design students, unpacking how artificial intelligence is transforming the interior design process.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!9908!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!9908!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg 424w, https://substackcdn.com/image/fetch/$s_!9908!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg 848w, https://substackcdn.com/image/fetch/$s_!9908!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!9908!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!9908!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg" width="432" height="768" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1920,&quot;width&quot;:1080,&quot;resizeWidth&quot;:432,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!9908!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg 424w, https://substackcdn.com/image/fetch/$s_!9908!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg 848w, https://substackcdn.com/image/fetch/$s_!9908!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!9908!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8980bb0e-286e-4fd3-bc1a-4b46f978e89c_1080x1920.jpeg 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>The session examined the practical realities of using generative tools in spatial environments. While AI allows designers to test styles, materials, and spatial arrangements rapidly, preserving design intent and maintaining control over the final outcome remain paramount.</p><p>A core theme of the lecture was validation: distinguishing between an image that looks visually appealing and a spatial concept that genuinely functions, respects ergonomics, and meets buildable standards. For emerging interior designers, mastering AI is not simply about prompt craft; it is about building the critical discernment to interrogate digital proposals, protect authorship, and guide design narratives with confidence.</p><p>Whether you are joining us tomorrow at Zero Carbon Park or looking to structure AI literacy training within your design team, we welcome the opportunity to connect.</p><p>Please reply directly to this newsletter with any questions or thoughts.</p><p>Best regards,<br><strong>Natalie Gusawir </strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: Pioneering Data-Backed AI Research for AEC]]></title><description><![CDATA[This week, we share a major milestone in AAL&#8217;s journey to bridge artificial intelligence, domain expertise, and rigorous academic research.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-pioneering</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-pioneering</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 02 Nov 2026 00:30:57 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!1fde!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9eed9028-ec21-4a5d-8918-27f6487c3f3b_1043x431.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>This week, we share a major milestone in AAL&#8217;s journey to bridge artificial intelligence, domain expertise, and rigorous academic research.</p><h2>Can AI read Hong Kong&#8217;s fire-safety code?</h2><p>As artificial intelligence adoption accelerates across architecture, engineering, and construction, a critical question remains unanswered: can these models truly understand complex, local statutory regulations where mistakes carry real-world consequences?</p><p>To answer this question, AAL has pioneered a first-of-its-kind, self-funded research benchmark evaluating how large language models interpret the Hong Kong Code of Practice for Fire Safety in Buildings.</p><p>Instead of relying on marketing claims or generic industry benchmarks, our study built a domain-specific evaluation dataset comprising 500 questions across escape routes, fire-resisting construction, and fire service installations. Candidate questions were checked and verified through double-blind reviews by Hong Kong-registered architects and professional fire engineers.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!1fde!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9eed9028-ec21-4a5d-8918-27f6487c3f3b_1043x431.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!1fde!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9eed9028-ec21-4a5d-8918-27f6487c3f3b_1043x431.png 424w, 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">The paper contains tables rather than standalone diagrams; this workflow is redrawn from its methods section.</figcaption></figure></div><p>The findings highlight both the potential and the limits of current models:</p><ul><li><p><strong>Strong at structured selection.</strong> On 400 multiple-choice questions, the better-performing models scored around 80&#8211;90% when the prompt named Hong Kong as the applicable jurisdiction. Grok-4 scored highest at 90%; several other proprietary models were close behind. The strongest open-source results were 79% in this test.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!o0A9!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!o0A9!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png 424w, https://substackcdn.com/image/fetch/$s_!o0A9!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png 848w, https://substackcdn.com/image/fetch/$s_!o0A9!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png 1272w, https://substackcdn.com/image/fetch/$s_!o0A9!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!o0A9!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png" width="982" height="660" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:660,&quot;width&quot;:982,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:92746,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://communitynews.aalinnovationai.com/i/223038692?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!o0A9!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png 424w, https://substackcdn.com/image/fetch/$s_!o0A9!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png 848w, https://substackcdn.com/image/fetch/$s_!o0A9!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png 1272w, https://substackcdn.com/image/fetch/$s_!o0A9!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bd157d0-cb36-4f2e-bb9c-92975083441f_982x660.png 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Percent of multiple-choice questions answered correctly, with Hong Kong specified. Each bar is a model/configuration; higher is better. Source: Table 3(a).</figcaption></figure></div></li><li><p><strong>Fluent answers can hide inaccuracies.</strong> In open-ended evaluations scored by practicing AEC professionals, models consistently received higher ratings for clarity than for factual accuracy. In other words, a model often sounds confident and articulate even when its statutory interpretation is incomplete or flawed.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!2lXl!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!2lXl!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png 424w, https://substackcdn.com/image/fetch/$s_!2lXl!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png 848w, https://substackcdn.com/image/fetch/$s_!2lXl!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png 1272w, https://substackcdn.com/image/fetch/$s_!2lXl!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!2lXl!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png" width="982" height="344" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/dfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:344,&quot;width&quot;:982,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:53855,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://communitynews.aalinnovationai.com/i/223038692?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!2lXl!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png 424w, https://substackcdn.com/image/fetch/$s_!2lXl!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png 848w, https://substackcdn.com/image/fetch/$s_!2lXl!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png 1272w, https://substackcdn.com/image/fetch/$s_!2lXl!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdfb0b310-51c2-48f2-87b9-0235e592e944_982x344.png 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Expert rubric scores for five selected model versions. These are averaged scores on the paper&#8217;s 0&#8211;100 rating rubric&#8212;not percentages of answers that were correct. Source: Table 3(d).</figcaption></figure></div></li><li><p><strong>Drafts, not sign-offs.</strong> While language models serve as excellent drafting and exploratory tools, they cannot substitute for human statutory accountability. Verified clause references and professional sign-offs remain indispensable.</p><div class="captioned-image-container"><figure><div class="image-link image2" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!syiL!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png 424w, https://substackcdn.com/image/fetch/$s_!syiL!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png 848w, https://substackcdn.com/image/fetch/$s_!syiL!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png 1272w, https://substackcdn.com/image/fetch/$s_!syiL!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!syiL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png" width="1456" height="339" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:339,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:90494,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://communitynews.aalinnovationai.com/i/223038692?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!syiL!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png 424w, https://substackcdn.com/image/fetch/$s_!syiL!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png 848w, https://substackcdn.com/image/fetch/$s_!syiL!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png 1272w, https://substackcdn.com/image/fetch/$s_!syiL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73383273-db63-4078-a4e0-00cf0d5f3cb2_1476x344.png 1456w" sizes="100vw"></picture><div></div></div></div></figure></div></li></ul><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://arxiv.org/abs/2610.16127&quot;,&quot;text&quot;:&quot;Read the Research Paper Here&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://arxiv.org/abs/2610.16127"><span>Read the Research Paper Here</span></a></p><h2>Presenting at AACL-IJCNLP in Zhuhai</h2><p>We are excited to announce that our research paper has been officially accepted to <strong>AACL-IJCNLP 2026</strong>, the 5th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics.</p><p>Our team will present the paper in person next week at the conference venue in Zhuhai. Taking our findings to one of the premier natural language processing gatherings in the region places AEC domain challenges directly in front of the global AI research community.</p><p>&#128073; <strong><a href="https://2026.aaclnet.org/">Learn more about the conference programme</a></strong></p><h2>Gratitude to our contributors</h2><p>This milestone would not have been possible without the collective effort of our co-authors, peer reviewers, and advisors.</p><p>We want to express our deepest gratitude to our co-authors, Le Qiu, Anne Zhang, Adeline Chan, and Emmanuele Chersoni, as well as every Hong Kong-registered architect, fire engineer, and industry professional who contributed their valuable time to review questions, validate clauses, and ground this study in professional reality. This achievement belongs to the entire community that believed in the value of independent inquiry.</p><h2>Expanding our research commitment</h2><p>Conducting this self-funded study reinforces our conviction that the future of AEC innovation must be grounded in rigorous, empirical evidence rather than speculative hype.</p><p>Moving forward, AAL is committed to producing more data-backed research initiatives for the community. We aim to help practitioners, developers, and policymakers understand the true boundary between what AI can automate today and where professional human expertise is essential.</p><p>If you are attending AACL-IJCNLP in Zhuhai or want to collaborate on upcoming industry research, please reply directly to this newsletter.</p><p>Best regards,<br><strong>Natalie Gusawir </strong></p><p><strong>COO </strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: ‘Define a nice space by asking yourself: will you bring your date there?’]]></title><description><![CDATA[Fresh off our return from Paris, this week we reflect on RELEASE [AEC] 2026.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-define</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-define</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 26 Oct 2026 00:30:41 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!HlhN!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Fresh off our return from Paris, this week we reflect on RELEASE [AEC] 2026. It was an intense, inspiring gathering of practitioners, founders, and technologists rethinking the built environment.</p><p></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!HlhN!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!HlhN!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg 424w, https://substackcdn.com/image/fetch/$s_!HlhN!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg 848w, https://substackcdn.com/image/fetch/$s_!HlhN!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!HlhN!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!HlhN!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg" width="1456" height="971" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:971,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:4258706,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://communitynews.aalinnovationai.com/i/222046725?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!HlhN!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg 424w, https://substackcdn.com/image/fetch/$s_!HlhN!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg 848w, https://substackcdn.com/image/fetch/$s_!HlhN!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!HlhN!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F64be348f-da16-4285-939b-327a1b7c5d0f_6098x4065.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>Humanity at the center of the digital shift</h2><p>Thomas Heatherwick opened the conference with a question that cut straight through the technical noise: <em>&#8220;Define a nice space by asking yourself: will you bring your date there?&#8221;</em> In a room full of algorithms, spatial intelligence models, and automated pipelines, his keynote served as an essential anchor. He reminded everyone that the ultimate purpose of architecture is human emotion, connection, and joy. As AI tools accelerate the speed of production, our true test as designers is not how fast we generate forms, but whether the spaces we create nurture the human spirit.</p><h2>Exchanging ideas with fellow innovators</h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!SEXc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!SEXc!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg 424w, https://substackcdn.com/image/fetch/$s_!SEXc!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg 848w, https://substackcdn.com/image/fetch/$s_!SEXc!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!SEXc!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!SEXc!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg" width="1456" height="971" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:971,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:4464090,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://communitynews.aalinnovationai.com/i/222046725?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!SEXc!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg 424w, https://substackcdn.com/image/fetch/$s_!SEXc!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg 848w, https://substackcdn.com/image/fetch/$s_!SEXc!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!SEXc!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F05224951-db3d-4bc9-8858-c91752d1ec74_6048x4032.jpeg 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>Stepping from the keynote stage onto the exhibition floor, that balance between human intent and cutting-edge capability was on full display. We had the privilege of exchanging ideas, workflows, and candid founder conversations with fellow sponsors and product teams pushing the edges of the industry, including Gendo, xFigura, Finch, D5 Render, and Formas.ai and more. Seeing how each team tackles different layers of the design stack, from early generative exploration and parametric logic to real-time spatial rendering, proved that the global AEC tech ecosystem is maturing rapidly from fragmented experimentation into robust, interoperable software environments.</p><h2>The reality of a parallel market</h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!uLfz!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!uLfz!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg 424w, https://substackcdn.com/image/fetch/$s_!uLfz!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg 848w, https://substackcdn.com/image/fetch/$s_!uLfz!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!uLfz!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!uLfz!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg" width="428" height="570.5686813186813" 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srcset="https://substackcdn.com/image/fetch/$s_!uLfz!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg 424w, https://substackcdn.com/image/fetch/$s_!uLfz!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg 848w, https://substackcdn.com/image/fetch/$s_!uLfz!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!uLfz!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3387e31-56a8-4380-8b1f-03dc2e27c459_4000x3000.jpeg 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>For our team at AAL, hosting our seven conversations and showcasing Chinese AEC technology in Paris was an eye-opening milestone. Bringing regional innovations directly to a European audience made one thing undeniably clear: there really is a parallel market. While the European and North American ecosystems have pioneered intuitive design interfaces, visualization platforms, and strict governance frameworks, the Chinese tech ecosystem has built immense depth in rapid execution, heavy construction coordination, fabrication pipelines, and enterprise scale data processing. Bridging these two worlds revealed that neither has the complete answer on its own. The real breakthrough happens when both sides start learning from each other.</p><p>Thank you to everyone who joined our room in Paris, attended our sessions, or stopped by to connect. We will share detailed takeaways, session recordings, and key learnings in the coming weeks.</p><p>As always, feel free to reply directly to this newsletter with your thoughts.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: Less Than 10 Days Until Paris ]]></title><description><![CDATA[The countdown is on as our team prepares to head to France for RELEASE [AEC] 2026.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-less</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-less</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 12 Oct 2026 00:30:30 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!QX5Z!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>The countdown is on as our team prepares to head to France for RELEASE [AEC] 2026. On October 20, AAL will host a dedicated showcase room bringing cross-border artificial intelligence solutions directly to the European built environment community.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!QX5Z!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!QX5Z!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png 424w, https://substackcdn.com/image/fetch/$s_!QX5Z!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png 848w, https://substackcdn.com/image/fetch/$s_!QX5Z!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png 1272w, https://substackcdn.com/image/fetch/$s_!QX5Z!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!QX5Z!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png" width="1456" height="982" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:982,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:826287,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://communitynews.aalinnovationai.com/i/219837688?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!QX5Z!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png 424w, https://substackcdn.com/image/fetch/$s_!QX5Z!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png 848w, https://substackcdn.com/image/fetch/$s_!QX5Z!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png 1272w, https://substackcdn.com/image/fetch/$s_!QX5Z!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd6352136-db6a-4299-baa4-beb3386dcc13_3200x2158.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2><strong>Seven conversations shaping AEC</strong></h2><p>Throughout the day, our room will feature <strong>seven</strong> focused conversations addressing the most pressing questions facing modern practice. These sessions move beyond high-level theory to look directly at the tools, workflows, and technologies reshaping how buildings are conceived, coordinated, and delivered.</p><p>The sessions cover key industry themes:</p><ul><li><p><strong>Discovering China&#8217;s Tech Cities: Opportunities for Global Innovation</strong></p></li><li><p><strong>Build Smarter with BIMFACE: The Open Platform for BIM Applications</strong></p></li><li><p><strong>Robotics in China: From Innovation to Real-World Deployment</strong></p></li><li><p><strong>Economic AI Content Generation Tools for Architects in Mainland China</strong></p></li><li><p><strong>How Chinese Enterprises Are Using AI for Facility Management and Energy-Consumption Optimisation</strong></p></li><li><p><strong>How Chinese Enterprises Are Autogenerating Engineering Designs</strong></p></li><li><p><strong>How Chinese Enterprises Are Using AI for Bidding and Tendering</strong></p></li></ul><h2><strong>Connect with our team</strong></h2><p>Each session pairs live demonstrations of advanced solutions with candid exchanges between founders, practitioners, and practice leaders. Our representatives will be on the ground all day to facilitate introductions, answer technical questions, and help firms explore tailored implementation paths.</p><p>If you are based in or around Paris, or traveling to France for the conference, we invite you to join us in person. Room capacity is limited to maintain an interactive setting for all attendees.</p><p>&#128073; <strong><a href="https://aal-in-paris-oct-20-release.aalinnovationai.com/">View the full agenda and register</a></strong></p><p>If you would like to arrange a private meeting with our leadership team while we are in Paris, please reply directly to this newsletter.</p><p>Best regards,<br><strong>Natalie Gusawir </strong></p><p><strong>COO </strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: Paris Showcase and AI Infrastructure]]></title><description><![CDATA[This week, we share details on our upcoming presence at RELEASE [AEC] 2026 in Paris alongside a milestone in our infrastructure capabilities for the built environment.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-paris</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-paris</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 05 Oct 2026 00:30:39 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!wWvP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>This week, we share details on our upcoming presence at RELEASE [AEC] 2026 in Paris alongside a milestone in our infrastructure capabilities for the built environment. We invite our community members, partners, and friends across Europe to join us in person for a full day of exchange on the future of the built environment.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!wWvP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!wWvP!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png 424w, https://substackcdn.com/image/fetch/$s_!wWvP!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png 848w, https://substackcdn.com/image/fetch/$s_!wWvP!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png 1272w, https://substackcdn.com/image/fetch/$s_!wWvP!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!wWvP!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png" width="1456" height="598" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:598,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:4784705,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://communitynews.aalinnovationai.com/i/218774709?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!wWvP!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png 424w, https://substackcdn.com/image/fetch/$s_!wWvP!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png 848w, https://substackcdn.com/image/fetch/$s_!wWvP!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png 1272w, https://substackcdn.com/image/fetch/$s_!wWvP!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F42b93f78-53c5-4565-80ab-07f26357a857_3868x1588.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>Seven conversations in Paris</h2><p>Our presence in Paris is centered on bridging regional innovations with the global AEC ecosystem. Throughout the day on October 20, we are hosting <strong>seven</strong> dedicated conversations bringing together practitioners, technologists, and firm leaders to discuss the practical application of artificial intelligence across architecture, engineering, and construction.</p><p>These sessions will explore how spatial intelligence, automated coordination, and emerging design tools are transitioning from experimental concepts into daily project delivery. Attendees will have the opportunity to see live demonstrations of innovative technology solutions, hear directly from teams deploying these tools on active projects, and discuss cross border collaboration between Europe and Asia.</p><h3>Reserve your spot</h3><p>Whether you are based in Paris, traveling for the conference, or exploring how new technologies can support your practice, we would love to welcome you into the room. Space for these curated sessions is limited, so we encourage you to register in advance.</p><p>You can explore the full agenda, session topics, and speaker details directly on our event portal:</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://aal-in-paris-oct-20-release.aalinnovationai.com/&quot;,&quot;text&quot;:&quot;Register for Paris showcase&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://aal-in-paris-oct-20-release.aalinnovationai.com/"><span>Register for Paris showcase</span></a></p><p>If you are planning to attend or would like to arrange a direct conversation with our team while we are in France, please reply directly to this newsletter.</p><div><hr></div><h2>Building full AI infrastructure</h2><p>AAL has officially become a registered partner of <strong>xFusion</strong> and Kunlun.</p><p>This partnership marks an essential step in our roadmap toward delivering end-to-end artificial intelligence infrastructure. For architecture, engineering, and construction organizations, adopting advanced models requires more than software subscriptions. Enterprise teams increasingly require secure computing power, private deployments, robust hardware, and strict data governance to safeguard proprietary project models, cost data, and client files.</p><p>By working alongside xFusion and Kunlun, we are expanding our capacity to provide comprehensive infrastructure stacks. This enables practices of all scales to run high-performance AI workloads locally or through secure private setups while maintaining complete control over their intellectual property and regulatory compliance.</p><p>Whether you are preparing for international deployment or planning your firm&#8217;s infrastructure upgrade, we welcome the opportunity to discuss your needs. Please reply directly to this newsletter to connect with our team.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO </strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: Hong Kong's Five-Year Plan and Meeting in Paris]]></title><description><![CDATA[This week, we examine the major implications of Hong Kong&#8217;s First Five-Year Plan for the built environment, followed by a reminder about our upcoming presence in Europe next month.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-hong</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-hong</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 28 Sep 2026 00:30:29 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!DHLG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>This week, we examine the major implications of Hong Kong&#8217;s First Five-Year Plan for the built environment, followed by a reminder about our upcoming presence in Europe next month.</p><h2>Hong Kong&#8217;s Five-Year Plan</h2><p>The announcement of Hong Kong&#8217;s First Five-Year Plan spanning 2026 to 2030 marks a structural shift in how our city plans, builds, and regulates. Delivering 196,000 public housing units, accelerating the 30,000-hectare Northern Metropolis, and rolling out the citywide AI+ Initiative establish aggressive delivery targets that traditional construction workflows cannot meet under persistent workforce constraints. Artificial intelligence has moved beyond digital experimentation into an operational necessity required to satisfy statutory and delivery schedules.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!DHLG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!DHLG!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png 424w, https://substackcdn.com/image/fetch/$s_!DHLG!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png 848w, https://substackcdn.com/image/fetch/$s_!DHLG!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png 1272w, https://substackcdn.com/image/fetch/$s_!DHLG!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!DHLG!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png" width="1456" height="542" 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srcset="https://substackcdn.com/image/fetch/$s_!DHLG!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png 424w, https://substackcdn.com/image/fetch/$s_!DHLG!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png 848w, https://substackcdn.com/image/fetch/$s_!DHLG!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png 1272w, https://substackcdn.com/image/fetch/$s_!DHLG!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cecc4ce-2a2e-4f46-ab95-57434db00fcc_2056x765.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h2>Three industry shifts</h2><p>The strategic roadmap introduces three major changes for architecture, engineering, and construction:</p><ul><li><p><strong>Delivery pressure drives workflow integration.</strong> Given the scale of concurrent mega-projects across the Northern Metropolis, teams cannot rely solely on conventional design and coordination cycles. AI-assisted master planning, automated statutory code-compliance checks, and real-time pre-construction simulations will transition from optional pilots into contractual baseline standards.</p></li><li><p><strong>Mandatory AI and data governance.</strong> Establishing a robust data governance system aligned with regional and international benchmarks is a central pillar of the plan. For AEC practices, unmonitored shadow AI is ending, as clients and public bodies will require clear protocols around data privacy, intellectual property, and model validation before digital deliverables are approved.</p></li><li><p><strong>Accelerated cross-boundary integration.</strong> With a clear focus on Greater Bay Area collaboration and the development of the San Tin University Town, Hong Kong serves as a testing ground where advanced prefabrication, robotics, and hardware meet international engineering standards. Organizations capable of coordinating digital workflows across both systems will secure a strong competitive advantage.</p></li></ul><h2>Preparing your practice</h2><p>Firms must take concrete steps to align with this new operating environment:</p><ul><li><p>Audit data readiness immediately, because AI models require clean, structured historical data rather than disconnected project files and unorganized archives.</p></li><li><p>Establish an internal AI policy to provide clear validation steps, risk mitigation protocols, and ethical guardrails for digital submissions.</p></li><li><p>Shift focus from initial drafting speed toward end-to-end project delivery, using automation to compress schedules, optimize procurement, and enhance modular construction assembly lines.</p></li></ul><h2>Connecting at RELEASE in Paris</h2><p>Next month, the AAL team will be in France for the RELEASE [AEC] 2026 conference in Paris.</p><p>We are hosting a dedicated showcase featuring innovative Chinese AEC technology solutions and spatial AI platforms, connecting regional breakthroughs directly with the European built environment community. Our representatives will be on the ground to facilitate conversations, demonstrate new workflows, and support cross-border collaboration.</p><p>If you are planning to attend RELEASE [AEC] or will be in Paris this October, we would welcome the chance to connect in person. Please reply directly to this email to coordinate a meeting or discuss our showcase initiatives.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: Not all AI Tools solve the same problems. Which one fits your workflow?]]></title><description><![CDATA[This week we&#8217;re comparing the three AI platforms we&#8217;ve tested over the past month.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-not-all</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-not-all</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 21 Sep 2026 00:30:21 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!a9te!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><span>This week we&#8217;re comparing the three AI platforms we&#8217;ve tested over the past month. Each of the tools are strong in its own way, none of them are strong at exactly the same thing.</span></p><p><strong><span>ArchMaster: one building, told consistently</span></strong></p><p><span>For our latest test, we took a single office building through three spaces. An exterior 3D model screenshot, an interior, and a courtyard. Two different style prompts to see whether ArchMaster could make them all read as one consistent building.</span></p><p><span>Exterior (Before vs. After):</span></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!a9te!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!a9te!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg 424w, https://substackcdn.com/image/fetch/$s_!a9te!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg 848w, https://substackcdn.com/image/fetch/$s_!a9te!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!a9te!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!a9te!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg" width="472" height="248.326685660019" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:554,&quot;width&quot;:1053,&quot;resizeWidth&quot;:472,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!a9te!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg 424w, https://substackcdn.com/image/fetch/$s_!a9te!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg 848w, https://substackcdn.com/image/fetch/$s_!a9te!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!a9te!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c8093d1-681a-4729-8a20-33a84435c1a6_1053x554.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!MGyd!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!MGyd!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png 424w, https://substackcdn.com/image/fetch/$s_!MGyd!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png 848w, https://substackcdn.com/image/fetch/$s_!MGyd!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png 1272w, https://substackcdn.com/image/fetch/$s_!MGyd!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!MGyd!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png" width="470" height="265.4117647058824" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/784a1356-bdd9-49db-a87a-380debc25475_1360x768.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:768,&quot;width&quot;:1360,&quot;resizeWidth&quot;:470,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!MGyd!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png 424w, https://substackcdn.com/image/fetch/$s_!MGyd!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png 848w, https://substackcdn.com/image/fetch/$s_!MGyd!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png 1272w, https://substackcdn.com/image/fetch/$s_!MGyd!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F784a1356-bdd9-49db-a87a-380debc25475_1360x768.png 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><span>Courtyard (Before vs. After):</span></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!WE_I!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!WE_I!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg 424w, https://substackcdn.com/image/fetch/$s_!WE_I!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg 848w, https://substackcdn.com/image/fetch/$s_!WE_I!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!WE_I!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!WE_I!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg" width="468" height="270.5806451612903" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:466,&quot;width&quot;:806,&quot;resizeWidth&quot;:468,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!WE_I!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg 424w, https://substackcdn.com/image/fetch/$s_!WE_I!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg 848w, https://substackcdn.com/image/fetch/$s_!WE_I!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!WE_I!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F240cd1b4-f685-41ea-86f7-ce594ae5c555_806x466.jpeg 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ahYL!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ahYL!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png 424w, https://substackcdn.com/image/fetch/$s_!ahYL!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png 848w, https://substackcdn.com/image/fetch/$s_!ahYL!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png 1272w, https://substackcdn.com/image/fetch/$s_!ahYL!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ahYL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png" width="468" height="264.2823529411765" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:768,&quot;width&quot;:1360,&quot;resizeWidth&quot;:468,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!ahYL!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png 424w, https://substackcdn.com/image/fetch/$s_!ahYL!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png 848w, https://substackcdn.com/image/fetch/$s_!ahYL!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png 1272w, https://substackcdn.com/image/fetch/$s_!ahYL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2b14f767-56fe-438b-b0b0-6a5cab55e492_1360x768.png 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><span>Interior (Before vs. After):</span></p><div class="captioned-image-container"><figure><div class="image-link image2" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!LHg6!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg 424w, https://substackcdn.com/image/fetch/$s_!LHg6!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg 848w, https://substackcdn.com/image/fetch/$s_!LHg6!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!LHg6!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!LHg6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg" width="512" height="194" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/b9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:194,&quot;width&quot;:512,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!LHg6!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg 424w, https://substackcdn.com/image/fetch/$s_!LHg6!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg 848w, https://substackcdn.com/image/fetch/$s_!LHg6!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!LHg6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb9075bc8-50cf-44fe-bc6a-a918e2411c0e_512x194.jpeg 1456w" sizes="auto, 100vw" loading="lazy"></picture><div></div></div></div></figure></div><div class="captioned-image-container"><figure><div class="image-link image2" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Aqsk!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png 424w, https://substackcdn.com/image/fetch/$s_!Aqsk!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png 848w, https://substackcdn.com/image/fetch/$s_!Aqsk!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png 1272w, https://substackcdn.com/image/fetch/$s_!Aqsk!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!Aqsk!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png" width="510" height="216.46978021978023" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:618,&quot;width&quot;:1456,&quot;resizeWidth&quot;:510,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Aqsk!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png 424w, https://substackcdn.com/image/fetch/$s_!Aqsk!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png 848w, https://substackcdn.com/image/fetch/$s_!Aqsk!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png 1272w, https://substackcdn.com/image/fetch/$s_!Aqsk!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3bbe0be2-a569-4fe9-a159-aa6b054ec3d5_1584x672.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div></div></div></div></figure></div><p><span>The interior rendering tool was the standout. Reference images work best when their perspective roughly matches your base models and when all your reference images share one consistent style. Mixing styles across references is where accuracy breaks down. A prompt layered on top of the reference image sharpens accuracy further, which is useful for holding a project&#8217;s visual identity across multiple spaces.</span></p><p><span>Reference Image:</span></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!yNGK!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!yNGK!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png 424w, https://substackcdn.com/image/fetch/$s_!yNGK!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png 848w, https://substackcdn.com/image/fetch/$s_!yNGK!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png 1272w, https://substackcdn.com/image/fetch/$s_!yNGK!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!yNGK!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png" width="370" height="499.31592039800995" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1085,&quot;width&quot;:804,&quot;resizeWidth&quot;:370,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!yNGK!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png 424w, https://substackcdn.com/image/fetch/$s_!yNGK!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png 848w, https://substackcdn.com/image/fetch/$s_!yNGK!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png 1272w, https://substackcdn.com/image/fetch/$s_!yNGK!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93ec0b4e-fd50-4ab6-aa84-93793fa1a588_804x1085.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><span>Generated Image:</span></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!eSa_!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!eSa_!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png 424w, https://substackcdn.com/image/fetch/$s_!eSa_!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png 848w, https://substackcdn.com/image/fetch/$s_!eSa_!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png 1272w, https://substackcdn.com/image/fetch/$s_!eSa_!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!eSa_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png" width="546" height="304.74418604651163" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:768,&quot;width&quot;:1376,&quot;resizeWidth&quot;:546,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!eSa_!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png 424w, https://substackcdn.com/image/fetch/$s_!eSa_!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png 848w, https://substackcdn.com/image/fetch/$s_!eSa_!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png 1272w, https://substackcdn.com/image/fetch/$s_!eSa_!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd60378fc-5d24-4b02-9a93-2a0306324c3b_1376x768.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong><span>Gendo: one canvas, edited live</span></strong></p><p><span>Gendo splits into two tools. Edit for geometry-level changes and Swap material for precise surface swaps. Both live on the same canvas.</span></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Cf9P!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Cf9P!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png 424w, https://substackcdn.com/image/fetch/$s_!Cf9P!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png 848w, https://substackcdn.com/image/fetch/$s_!Cf9P!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png 1272w, https://substackcdn.com/image/fetch/$s_!Cf9P!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!Cf9P!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png" width="1456" height="712" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:712,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Cf9P!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png 424w, https://substackcdn.com/image/fetch/$s_!Cf9P!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png 848w, https://substackcdn.com/image/fetch/$s_!Cf9P!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png 1272w, https://substackcdn.com/image/fetch/$s_!Cf9P!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6202b877-0ed1-40e5-971b-c9628b04dd24_2048x1002.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><span>Every version sits side by side for direct comparison. You can jump straight from tool to tool without starting over. Run a result through the Enhance tool, for instance, to quickly and easily push it closer to what you actually pictured.</span></p><p><strong><span>Xfigura: one image, different directions</span></strong></p><p><span>X figura&#8217;s node canvas turns a single image into a real exploration tool. Upload or generate an interior image, you can then use the image-to-image tool to achieve an AI interpretation of the exterior, or any other features of the same space. All from one starting point.</span></p><p><span>Other than that, video generation and 3D models also stood out to us where we were able to produce short animations through a space from various visual directions such as &#8216;panning&#8217; or &#8216;rotating&#8217;. WorldLabs produced results strikingly close to real-world street level imagery and the platform&#8217;s ability to plug into different external ai models means that you can chase genuinely different visual styles without leaving the canvas.</span></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!JrLT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe7e76ac7-724c-4396-bbe9-ef7fa3ebb5d2_2048x1156.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!JrLT!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe7e76ac7-724c-4396-bbe9-ef7fa3ebb5d2_2048x1156.png 424w, https://substackcdn.com/image/fetch/$s_!JrLT!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe7e76ac7-724c-4396-bbe9-ef7fa3ebb5d2_2048x1156.png 848w, https://substackcdn.com/image/fetch/$s_!JrLT!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe7e76ac7-724c-4396-bbe9-ef7fa3ebb5d2_2048x1156.png 1272w, https://substackcdn.com/image/fetch/$s_!JrLT!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe7e76ac7-724c-4396-bbe9-ef7fa3ebb5d2_2048x1156.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!JrLT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe7e76ac7-724c-4396-bbe9-ef7fa3ebb5d2_2048x1156.png" width="1456" height="822" 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21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!hosI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc16f32fb-d22a-4eeb-adec-b7912bb1c367_1931x1353.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!hosI!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc16f32fb-d22a-4eeb-adec-b7912bb1c367_1931x1353.png 424w, https://substackcdn.com/image/fetch/$s_!hosI!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc16f32fb-d22a-4eeb-adec-b7912bb1c367_1931x1353.png 848w, https://substackcdn.com/image/fetch/$s_!hosI!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc16f32fb-d22a-4eeb-adec-b7912bb1c367_1931x1353.png 1272w, https://substackcdn.com/image/fetch/$s_!hosI!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc16f32fb-d22a-4eeb-adec-b7912bb1c367_1931x1353.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!hosI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc16f32fb-d22a-4eeb-adec-b7912bb1c367_1931x1353.png" width="1456" height="1020" 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20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong><span>So which one?</span></strong></p><p><span>Consistency across a whole project: ArchMaster. Fast, side-by-side iteration on a single image: Gendo. Exploring one concept across many forms: Xfigura.</span></p><p><span>Have a great week, and as always, feel free to email with your thoughts or questions.</span></p><p><span>Best Regards,</span></p><p><span>Charie</span></p><p><span>AAL INNOVATION Team</span></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: Exploring AI with HKU Master of Architecture Students]]></title><description><![CDATA[This week, we are delighted to share a recent workshop with the Master of Architecture students at The University of Hong Kong, where we kicked off the new academic year with a conversation about AI, design, and professional responsibility.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-exploring</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-exploring</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 14 Sep 2026 00:31:21 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!NlxQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>This week, we are delighted to share a recent workshop with the Master of Architecture students at The University of Hong Kong, where we kicked off the new academic year with a conversation about AI, design, and professional responsibility.</p><h2>AI in architectural education</h2><p>AAL joined the HKU MArch cohort to explore what AI is beginning to change across architecture, engineering, and construction, as well as what it should not replace.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" 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fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Rather than focusing only on headlines or the latest tools, the session focused on intentional use. AI can help designers explore ideas, test alternatives, and communicate design narratives more quickly. However, it cannot replace the human judgment required to frame a brief, understand context, evaluate trade-offs, and take responsibility for a final design decision.</p><p>This distinction is especially important for emerging architects. AI literacy is not simply knowing how to write a prompt. It is knowing how to ask the right design question, assess whether an output is relevant and credible, and decide what should move forward.</p><h2>From early concept to visual output</h2><p>We also delivered a hands-on AI visualisation workshop, giving students an opportunity to experiment with <strong>xFigura</strong> and turn early concepts into architectural images and 3D outputs. xFigura supports AI-powered workflows across text, image, and 3D generation, making it a useful environment for rapid exploration and communication during early design stages.</p><p>The workshop gave students a first taste of how AI visualisation can support design thinking. The purpose was not to treat AI output as a finished answer, but to use it as a starting point for discussion, iteration, and more informed design development.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!HPwP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0969ca49-297f-42c2-9831-d2ff12eab8e7_2048x1536.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!HPwP!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0969ca49-297f-42c2-9831-d2ff12eab8e7_2048x1536.jpeg 424w, https://substackcdn.com/image/fetch/$s_!HPwP!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0969ca49-297f-42c2-9831-d2ff12eab8e7_2048x1536.jpeg 848w, https://substackcdn.com/image/fetch/$s_!HPwP!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0969ca49-297f-42c2-9831-d2ff12eab8e7_2048x1536.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!HPwP!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0969ca49-297f-42c2-9831-d2ff12eab8e7_2048x1536.jpeg 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!HPwP!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0969ca49-297f-42c2-9831-d2ff12eab8e7_2048x1536.jpeg" width="532" height="399" 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NlxQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NlxQ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png 424w, https://substackcdn.com/image/fetch/$s_!NlxQ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png 848w, https://substackcdn.com/image/fetch/$s_!NlxQ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png 1272w, https://substackcdn.com/image/fetch/$s_!NlxQ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!NlxQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png" width="1456" height="730" 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srcset="https://substackcdn.com/image/fetch/$s_!NlxQ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png 424w, https://substackcdn.com/image/fetch/$s_!NlxQ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png 848w, https://substackcdn.com/image/fetch/$s_!NlxQ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png 1272w, https://substackcdn.com/image/fetch/$s_!NlxQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbb76cfea-fde2-48f8-b70f-2788c5c3cd1a_2900x1454.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>&#128073; <strong><a href="https://xfigura.ai/">Explore xFigura</a> with our discount code : AAL25OFF</strong></p><p>Thank you to HKU Architecture for having us. We are excited to continue the conversation throughout the academic year.</p><p>As always, you can reply directly to this newsletter if you would like to discuss AI education, visualisation workflows, or practical adoption within your own organization.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: GPT 6 Astra and Agents Beyond the Chatbot]]></title><description><![CDATA[This week, we are looking at a major development in AI capability and an opportunity for builders in Hong Kong.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-gpt-6</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-gpt-6</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 07 Sep 2026 00:30:54 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!aqF1!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f901e99-63c7-40b7-be72-94dcb9a6d1e5_1276x802.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>This week, we are looking at a major development in AI capability and an opportunity for builders in Hong Kong. OpenAI&#8217;s new GPT 6 Astra points to a future where AI can work within the tools and environments professionals already use, rather than remaining limited to a separate chat interface. AAL is also proud to support the OpenAI x AI Tinkerers Hong Kong Hackathon, which is built around exactly this idea.</p><h2>GPT 6 Astra: Toward spatial AI workflows</h2><p>OpenAI recently introduced GPT 6 Astra, a model designed for complex reasoning, coding, computer use, and multi step work. It accepts both text and image inputs, supports Model Context Protocol, or MCP, and has a context window of up to 1.05 million tokens. Together, these capabilities make it more practical for AI agents to retain substantial project context and use connected tools rather than simply respond in a text conversation.</p><div class="native-video-embed" data-component-name="VideoPlaceholder" data-attrs="{&quot;mediaUploadId&quot;:&quot;985bfe20-d8e0-4972-8433-5530b4dfc372&quot;,&quot;duration&quot;:null}"></div><p><em>Video Credit: Open AI GPT 6 Astra Official Launch</em></p><p>For AEC professionals, the important signal is not a benchmark score. It is the potential change in workflow.</p><p>Until now, many AI interactions have followed a simple pattern: ask a question, receive an answer, then manually apply that answer in a model, drawing, spreadsheet, rendering tool, or project platform. With an agent connected to approved software through MCP, the interaction could become more direct. A designer may be able to provide a reference image, describe the desired lighting or material mood, and instruct an agent to make corresponding changes within a live 3D environment.</p><p>For example:</p><blockquote><p>&#8220;Use this mood-board image as a reference. Review the current scene, adjust the sun direction and lighting to better match the mood, and test a polished-concrete flooring option.&#8221;</p></blockquote><p>This does not remove the need for professional judgment. Architects and engineers must still define the design intent, verify the outcome, control the source data, and take responsibility for decisions. But it does suggest a move from AI as a helpful adviser toward AI as an active, supervised participant in a workflow.</p><p>The practical implication is that firms should start looking beyond isolated chatbot tasks. The bigger opportunity lies in identifying repetitive, context-heavy work that could benefit from safe connections between AI, project information, and the software teams already use. GPT 6 Astra is currently rolling out gradually to organizations and users through OpenAI products and its API.</p><div><hr></div><h2>OpenAI x AI Tinkerers Hackathon</h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!aqF1!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f901e99-63c7-40b7-be72-94dcb9a6d1e5_1276x802.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!aqF1!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f901e99-63c7-40b7-be72-94dcb9a6d1e5_1276x802.png 424w, 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srcset="https://substackcdn.com/image/fetch/$s_!aqF1!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f901e99-63c7-40b7-be72-94dcb9a6d1e5_1276x802.png 424w, https://substackcdn.com/image/fetch/$s_!aqF1!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f901e99-63c7-40b7-be72-94dcb9a6d1e5_1276x802.png 848w, https://substackcdn.com/image/fetch/$s_!aqF1!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f901e99-63c7-40b7-be72-94dcb9a6d1e5_1276x802.png 1272w, https://substackcdn.com/image/fetch/$s_!aqF1!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f901e99-63c7-40b7-be72-94dcb9a6d1e5_1276x802.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>AAL is pleased to be a local supporting partner of the <strong>OpenAI x AI Tinkerers Hong Kong Hackathon</strong>.</p><p>The theme is <strong>&#8220;Agents Everywhere: Beyond the Chatbot.&#8221;</strong> It starts from a simple premise: the most useful agents should meet people where they already work. Instead of asking users to open another chat window, teams are challenged to place an agent inside real work, communication channels, software, devices, or physical environments, and make it genuinely more useful because of that context.</p><p>This is especially relevant to the AEC sector. The next generation of practical AI may not appear as another standalone prompt box. It may appear within a coordination workflow, a design environment, a project dashboard, a site process, or an operational system where the right context allows it to assist meaningfully.</p><p>&#128073; <strong><a href="https://hong-kong.aitinkerers.org/p/agents-everywhere-beyond-the-chatbot-global-hackathon">Learn more about the OpenAI x AI Tinkerers Hong Kong Hackathon</a></strong></p><p>If you are building an AI product, exploring agentic workflows, or thinking about how AI could work more naturally within architecture, engineering, construction, or property operations, this is a timely opportunity to connect with the community.</p><p>As always, please reply directly to this newsletter if you have questions or would like to discuss how these developments may apply to your organization.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO </strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: What 20 Edits Taught Us About Gendo]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-what-8f7</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-what-8f7</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 31 Aug 2026 00:30:53 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!Hejo!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><span>Welcome to this week&#8217;s newsletter. Sometimes the best way to understand a tool is to push it past where you&#8217;d normally stop, and see what gives.</span></p><p><span>Last week, I ran a single interior render through 20 consecutive edits in Gendo AI, using two different tools. Edit Tool for geometry-level changes and Swap Material Tool for precise surface swaps. The goal was to see exactly where an AI editing workflow starts making its own decisions.</span></p><p><span>A clear pattern emerged quickly. Straight lines and hard geometry held beautifully, cabinet fronts, panelling, and chair frames all stayed consistently clean.</span></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Hejo!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Hejo!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png 424w, https://substackcdn.com/image/fetch/$s_!Hejo!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png 848w, https://substackcdn.com/image/fetch/$s_!Hejo!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png 1272w, https://substackcdn.com/image/fetch/$s_!Hejo!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Hejo!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png" width="382" height="445.1549942594719" 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https://substackcdn.com/image/fetch/$s_!Hejo!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png 848w, https://substackcdn.com/image/fetch/$s_!Hejo!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png 1272w, https://substackcdn.com/image/fetch/$s_!Hejo!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4a1a523d-37fe-456e-955b-25ce45701695_871x1015.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!zdYH!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c3dbac2-1687-4668-9c05-d37ab435f13f_846x1019.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!zdYH!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c3dbac2-1687-4668-9c05-d37ab435f13f_846x1019.webp 424w, 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srcset="https://substackcdn.com/image/fetch/$s_!zdYH!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c3dbac2-1687-4668-9c05-d37ab435f13f_846x1019.webp 424w, https://substackcdn.com/image/fetch/$s_!zdYH!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c3dbac2-1687-4668-9c05-d37ab435f13f_846x1019.webp 848w, https://substackcdn.com/image/fetch/$s_!zdYH!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c3dbac2-1687-4668-9c05-d37ab435f13f_846x1019.webp 1272w, https://substackcdn.com/image/fetch/$s_!zdYH!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c3dbac2-1687-4668-9c05-d37ab435f13f_846x1019.webp 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><span>Organic, curved forms were a different story. A sofa came back with a faint synthetic softness. A side table warped into a suspiciously perfect cylinder. A rug vanished the moment I changed the flooring beneath it, a ceramic vase, sitting among several others in the same selection, simply refused to change.</span></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!-yzB!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fac3141cd-eccb-4a44-9398-e7c997790506_637x760.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!-yzB!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fac3141cd-eccb-4a44-9398-e7c997790506_637x760.png 424w, 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stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" 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srcset="https://substackcdn.com/image/fetch/$s_!diKq!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png 424w, https://substackcdn.com/image/fetch/$s_!diKq!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png 848w, https://substackcdn.com/image/fetch/$s_!diKq!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png 1272w, https://substackcdn.com/image/fetch/$s_!diKq!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!diKq!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png" width="416" height="460.5375854214123" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:972,&quot;width&quot;:878,&quot;resizeWidth&quot;:416,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!diKq!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png 424w, https://substackcdn.com/image/fetch/$s_!diKq!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png 848w, https://substackcdn.com/image/fetch/$s_!diKq!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png 1272w, https://substackcdn.com/image/fetch/$s_!diKq!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F16d78c2a-cc33-4566-a184-4b42eadadc32_878x972.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!QZGU!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!QZGU!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png 424w, https://substackcdn.com/image/fetch/$s_!QZGU!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png 848w, https://substackcdn.com/image/fetch/$s_!QZGU!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png 1272w, https://substackcdn.com/image/fetch/$s_!QZGU!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!QZGU!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png" width="420" height="286.97635135135135" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:809,&quot;width&quot;:1184,&quot;resizeWidth&quot;:420,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!QZGU!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png 424w, https://substackcdn.com/image/fetch/$s_!QZGU!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png 848w, https://substackcdn.com/image/fetch/$s_!QZGU!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png 1272w, https://substackcdn.com/image/fetch/$s_!QZGU!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a914ef2-0a27-4767-a891-677194e866cb_1184x809.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><span>The most useful insight came from elsewhere. A Gendo workshop posted four weeks ago offered a clue worth testing. Their team explained that when adding new elements to a scene, a more generous selection tends to blend more naturally than a tightly cropped one, since the model needs the extra surrounding context to render convincing shadows and integration. It ran counter to instinct, but held up under testing.</span></p><p><span>Twenty edits in, the takeaway isn&#8217;t that Gendo is flawless. It&#8217;s that its instincts are good enough to trust for the obvious changes, and precise enough in its limits that you always know exactly where to step back in.</span></p><p><span>As we keep testing platforms like this across the AAL community, we&#8217;ll keep sharing what proves reliable, and where the model shows its limits.</span></p><p><span>Have a great week, and as always, feel free to email with any thoughts or questions.</span></p><p><span>Best regards,</span></p><p><span>Charie</span></p><p><span>AAL INNOVATION</span></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: Decoding the 2026 RIBA AI Report]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-decoding</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-decoding</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 24 Aug 2026 00:30:38 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!TXnQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to this week&#8217;s newsletter. The Royal Institute of British Architects (RIBA) recently published its 2026 AI report. The survey data paints a fascinating and sometimes contradictory picture of where the architecture industry currently stands with artificial intelligence.</p><h2>High Adoption but Low Optimism</h2><p>The most striking takeaway is the sheer speed of AI integration. The report shows a massive adoption surge across the industry. Usage has grown from 41% in 2024 to 59% in 2025 and has now reached a staggering 74% in 2026.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!TXnQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!TXnQ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png 424w, https://substackcdn.com/image/fetch/$s_!TXnQ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png 848w, https://substackcdn.com/image/fetch/$s_!TXnQ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png 1272w, https://substackcdn.com/image/fetch/$s_!TXnQ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!TXnQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png" width="1456" height="655" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/fdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:655,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:125744,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://aalinnovation.substack.com/i/212421299?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!TXnQ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png 424w, https://substackcdn.com/image/fetch/$s_!TXnQ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png 848w, https://substackcdn.com/image/fetch/$s_!TXnQ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png 1272w, https://substackcdn.com/image/fetch/$s_!TXnQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffdb45e9a-271a-4a63-8134-d42b47cc9dd2_1586x714.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Source: Survey data extracted from the Royal Institute of British Architects 2026 AI Report</figcaption></figure></div><p></p><p>However, this widespread use is not translating into professional confidence. Only 17% of respondents agree that AI makes them more optimistic about the future of architecture. The data also highlights a growing divide in the market, showing that large companies are adopting AI at a much faster rate than smaller practices. This raises important questions about competitive advantage and resource allocation in the near future.</p><h2>The Reality of Implementation</h2><p>Despite the high adoption rate, true integration remains rare. Most professionals are still treating AI as an experimental asset rather than a core operational tool. The survey reveals that 62% of people are still in the early exploration stage. Only a small fraction, just 15% of respondents, report having AI fully embedded into their actual work.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!r3h6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!r3h6!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png 424w, https://substackcdn.com/image/fetch/$s_!r3h6!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png 848w, https://substackcdn.com/image/fetch/$s_!r3h6!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png 1272w, https://substackcdn.com/image/fetch/$s_!r3h6!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!r3h6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png" width="1456" height="641" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:641,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:88017,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://aalinnovation.substack.com/i/212421299?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!r3h6!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png 424w, https://substackcdn.com/image/fetch/$s_!r3h6!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png 848w, https://substackcdn.com/image/fetch/$s_!r3h6!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png 1272w, https://substackcdn.com/image/fetch/$s_!r3h6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F69ccccaa-e81e-44e4-b0f7-8151bc03ad4b_1590x700.png 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Source: Survey data extracted from the Royal Institute of British Architects 2026 AI Report</figcaption></figure></div><p></p><p>Even with this slow deep integration, the overall sentiment shows a strong interest and willingness to invest in future AI development. Firms know they need to figure this out and are preparing to allocate resources to make it happen.</p><h2>The Governance Gap</h2><p>Perhaps the most urgent finding is the lack of internal regulation. Only 19% of respondents indicate that their practice has an official AI policy in place. This reveals a massive governance gap across the industry. Firms are actively experimenting with new tools, but they lack the guardrails needed to control data security, verify design outputs, and manage client confidentiality properly.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Wstw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Wstw!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png 424w, https://substackcdn.com/image/fetch/$s_!Wstw!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png 848w, https://substackcdn.com/image/fetch/$s_!Wstw!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png 1272w, https://substackcdn.com/image/fetch/$s_!Wstw!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!Wstw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png" width="1456" height="725" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:725,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:106751,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://aalinnovation.substack.com/i/212421299?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Wstw!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png 424w, https://substackcdn.com/image/fetch/$s_!Wstw!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png 848w, https://substackcdn.com/image/fetch/$s_!Wstw!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png 1272w, https://substackcdn.com/image/fetch/$s_!Wstw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f6967a9-44ac-4c29-8f54-4d67f39d4178_1590x792.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Source: Survey data extracted from the Royal Institute of British Architects 2026 AI Report</figcaption></figure></div><p></p><p>As we have discussed in previous weeks, moving from casual exploration to secure execution requires a clear strategy. If your firm is part of the majority still trying to figure out how to embed AI safely and effectively, reply directly to this email. We would love to connect and share how our community and consultancy services can help you build the right framework.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: AAL is Heading to Paris]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-aal-is</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-aal-is</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 17 Aug 2026 00:30:41 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!bf_o!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to this week&#8217;s newsletter. We have a very exciting update regarding our international plans for the autumn.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!bf_o!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!bf_o!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp 424w, https://substackcdn.com/image/fetch/$s_!bf_o!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp 848w, https://substackcdn.com/image/fetch/$s_!bf_o!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp 1272w, https://substackcdn.com/image/fetch/$s_!bf_o!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!bf_o!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp" width="1456" height="918" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:918,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:61738,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://aalinnovation.substack.com/i/211400197?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!bf_o!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp 424w, https://substackcdn.com/image/fetch/$s_!bf_o!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp 848w, https://substackcdn.com/image/fetch/$s_!bf_o!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp 1272w, https://substackcdn.com/image/fetch/$s_!bf_o!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F22eae47e-ced9-4d9c-b2a3-f0131fa9d795_1456x918.webp 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>This October, AAL will officially be in Paris to join the RELEASE [AEC] 2026 conference. This is a premier event focused on the future of the built environment, and we are thrilled to be part of the conversation on a global stage.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!fOEa!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!fOEa!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp 424w, https://substackcdn.com/image/fetch/$s_!fOEa!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp 848w, https://substackcdn.com/image/fetch/$s_!fOEa!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp 1272w, https://substackcdn.com/image/fetch/$s_!fOEa!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!fOEa!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp" width="1456" height="705" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/cd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:705,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:69688,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://aalinnovation.substack.com/i/211400197?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!fOEa!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp 424w, https://substackcdn.com/image/fetch/$s_!fOEa!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp 848w, https://substackcdn.com/image/fetch/$s_!fOEa!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp 1272w, https://substackcdn.com/image/fetch/$s_!fOEa!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd061bc0-1406-4c63-9040-97d001470cb3_1456x705.webp 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Our team is heading to Europe with a specific mission. We are bringing a curated showcase of Chinese AEC technology and AI solutions directly to the conference. The goal is to bridge the gap between regional innovations and the European market, creating a unique space for cross border exchange and technological discovery.</p><p>We believe this will be a fantastic platform to highlight how different parts of the world are solving complex architectural and construction challenges through AI. We will be representing these companies on the ground, facilitating conversations, and introducing their tools to the international community.</p><p>We are currently finalizing the details of our showcase and the specific tech solutions we will be bringing. If you are curious about what we are putting together, or if you feel this aligns with your own company&#8217;s goals, feel free to reply directly to this email to learn more.</p><p>Best regards,</p><p>Natalie Gusawir</p><p>COO</p><p>AAL INNOVATION</p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: Sharing Ideas with ZHA]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-sharing</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-sharing</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 10 Aug 2026 00:30:25 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!J_AG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to this week&#8217;s newsletter. Sometimes the best way to understand where the AEC industry is heading is simply to sit down and talk with the people shaping it.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!J_AG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!J_AG!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp 424w, https://substackcdn.com/image/fetch/$s_!J_AG!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp 848w, https://substackcdn.com/image/fetch/$s_!J_AG!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp 1272w, https://substackcdn.com/image/fetch/$s_!J_AG!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!J_AG!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp" width="416" height="554.8619718309859" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:947,&quot;width&quot;:710,&quot;resizeWidth&quot;:416,&quot;bytes&quot;:179830,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://aalinnovation.substack.com/i/210361108?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!J_AG!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp 424w, https://substackcdn.com/image/fetch/$s_!J_AG!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp 848w, https://substackcdn.com/image/fetch/$s_!J_AG!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp 1272w, https://substackcdn.com/image/fetch/$s_!J_AG!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2019902-94a9-43c6-a298-1ff33ff0d5c8_710x947.webp 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Recently, AAL Co-Founder Adeline had the opportunity to visit ZHA office in London to share ideas and catch up with ZHA Principal Patrik Schumacher.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!IvIH!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!IvIH!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg 424w, https://substackcdn.com/image/fetch/$s_!IvIH!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg 848w, https://substackcdn.com/image/fetch/$s_!IvIH!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!IvIH!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!IvIH!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg" width="420" height="560.1971830985915" 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srcset="https://substackcdn.com/image/fetch/$s_!IvIH!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg 424w, https://substackcdn.com/image/fetch/$s_!IvIH!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg 848w, https://substackcdn.com/image/fetch/$s_!IvIH!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!IvIH!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F842e54d8-090b-47c8-a562-625d465586bb_710x947.jpeg 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>  </p><p>ZHA has long been at the forefront of computational design, and they are continuing to push the boundaries of how generative AI and data-driven workflows can be integrated into large-scale global practice. It was a great, casual exchange of ideas about the future of the profession, the realities of adopting AI at the enterprise level, and where the next major shifts in spatial intelligence might come from.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!be11!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F15b6e828-925e-4522-ac53-2d49de615343_710x947.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!be11!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F15b6e828-925e-4522-ac53-2d49de615343_710x947.webp 424w, https://substackcdn.com/image/fetch/$s_!be11!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F15b6e828-925e-4522-ac53-2d49de615343_710x947.webp 848w, https://substackcdn.com/image/fetch/$s_!be11!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F15b6e828-925e-4522-ac53-2d49de615343_710x947.webp 1272w, https://substackcdn.com/image/fetch/$s_!be11!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F15b6e828-925e-4522-ac53-2d49de615343_710x947.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!be11!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F15b6e828-925e-4522-ac53-2d49de615343_710x947.webp" width="372" height="496.17464788732394" 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srcset="https://substackcdn.com/image/fetch/$s_!5Sh3!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6461c967-b1a7-48f8-a45e-5c7080ea9326_710x947.jpeg 424w, https://substackcdn.com/image/fetch/$s_!5Sh3!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6461c967-b1a7-48f8-a45e-5c7080ea9326_710x947.jpeg 848w, https://substackcdn.com/image/fetch/$s_!5Sh3!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6461c967-b1a7-48f8-a45e-5c7080ea9326_710x947.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!5Sh3!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6461c967-b1a7-48f8-a45e-5c7080ea9326_710x947.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!5Sh3!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6461c967-b1a7-48f8-a45e-5c7080ea9326_710x947.jpeg" width="370" height="493.50704225352115" 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srcset="https://substackcdn.com/image/fetch/$s_!5Sh3!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6461c967-b1a7-48f8-a45e-5c7080ea9326_710x947.jpeg 424w, https://substackcdn.com/image/fetch/$s_!5Sh3!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6461c967-b1a7-48f8-a45e-5c7080ea9326_710x947.jpeg 848w, https://substackcdn.com/image/fetch/$s_!5Sh3!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6461c967-b1a7-48f8-a45e-5c7080ea9326_710x947.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!5Sh3!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6461c967-b1a7-48f8-a45e-5c7080ea9326_710x947.jpeg 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>As we continue to build out the AAL community and our upcoming initiatives, staying closely connected with top global firms like ZHA helps ensure we are bringing the most relevant, forward-looking insights back to our members.</p><p>Have a great week, and as always, feel free to reply directly to this email with any thoughts or questions.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: AAL at IBEW Singapore 2026]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-aal-at</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-aal-at</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 03 Aug 2026 00:30:23 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!s2CW!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b9503e-1068-4b48-a4d4-b120f4e22858_2694x1730.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to this week&#8217;s newsletter. We are thrilled to share that AAL will be heading to Singapore next month to participate in the International Built Environment Week (IBEW), widely regarded as the Asia Pacific&#8217;s most comprehensive event for the built environment sector.</p><p>If you are based in Singapore or planning to travel for the conference, we would love to connect with you. AAL CEO &amp; Co-Founder Adeline Chan will be representing our community across two major sessions, diving deep into how AI is practically reshaping AEC workflows.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!s2CW!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b9503e-1068-4b48-a4d4-b120f4e22858_2694x1730.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!s2CW!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b9503e-1068-4b48-a4d4-b120f4e22858_2694x1730.png 424w, https://substackcdn.com/image/fetch/$s_!s2CW!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b9503e-1068-4b48-a4d4-b120f4e22858_2694x1730.png 848w, https://substackcdn.com/image/fetch/$s_!s2CW!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b9503e-1068-4b48-a4d4-b120f4e22858_2694x1730.png 1272w, https://substackcdn.com/image/fetch/$s_!s2CW!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b9503e-1068-4b48-a4d4-b120f4e22858_2694x1730.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!s2CW!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b9503e-1068-4b48-a4d4-b120f4e22858_2694x1730.png" width="1456" height="935" 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h2>&#127897;&#65039; Individual Speaker Session: Use of AI in Engineering</h2><p>Adeline will be leading an individual breakout session focused on the practical application of AI in engineering and construction. This session will move beyond the high-level hype to discuss how firms are actively using AI to solve complex engineering challenges, optimize spatial data, and streamline project delivery.</p><p>If you are an engineer, project manager, or firm leader looking for a grounded look at how AI is being deployed in the field today, this session will provide clear, actionable insights.<br>&#128073; <strong><a href="https://www.ibew.sg/en-gb/conference-programme/session-details.5063.267600.breakout-12-use-of-ai-in-engineering.html">View the session details here</a></strong></p><h2>&#128483;&#65039; Panel Discussion: Future-Proofing AEC Workflows</h2><p>Adeline will also be joining a high-level panel discussion titled <em>&#8220;Beyond the Generative: Future-Proofing AEC Industry Workflows with AI.&#8221;</em></p><p>She will be sharing the stage with an incredible lineup of industry leaders, including Patrick Schumacher from Zaha Hadid Architects (ZHA). The conversation will focus on what happens after the initial concept phase, exploring how firms can integrate AI into long-horizon tasks, detailed documentation, and firm-wide strategic planning to ensure they remain competitive in the coming decade.<br>&#128073; <strong><a href="https://www.ibew.sg/en-gb/conference-programme/session-details.5063.269900.beyond-the-generative-future-proofing-aec-industry-workflows-with-ai.html">View the panel details here</a></strong></p><h2>&#129309; Connect with Us in Singapore</h2><p>If you will be at Marina Bay Sands for IBEW this September, let us know! We are always excited to meet AAL community members in person. Reply directly to this email if you&#8217;d like discuss your firm&#8217;s AI strategy, or talk about our upcoming Paris showcase opportunities.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: MICS Recap and Paris Showcase Opportunity]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-mics-618</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-mics-618</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 27 Jul 2026 00:31:20 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!vMxI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to this week&#8217;s newsletter. We are revisiting one of our recent MICS conversations and also reopening the opportunity for members interested in joining our planned Europe showcase this October.</p><h2>MICS Recap: Dr. Tanya Tsui</h2><p>In our latest MICS session, Dr. Tanya Tsui shared valuable insights from her work at the intersection of spatial data science, urban planning, circular cities, and bio-based construction. The conversation offered a thoughtful look at how geospatial analysis can support material transitions, reduce construction-related emissions, and help shape more sustainable construction practices.</p><p>Her perspective was especially valuable because it connected environmental research with practical questions for the built environment. If you missed the session, or would like to revisit the discussion, we encourage you to rewatch the episode here:<br>&#128073; <strong><a href="https://aalinnovationai.com/mics-podcast">Watch the MICS recap</a></strong></p><h2>Paris Opportunity</h2><p></p><p>We also want to bring back the opportunity we shared earlier for this October in Paris. This initiative is being planned around a major European gathering focused on AI, innovation, and the future of the built environment, making it a strong platform for companies that want to increase visibility and build connections in the European market.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!vMxI!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!vMxI!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp 424w, https://substackcdn.com/image/fetch/$s_!vMxI!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp 848w, https://substackcdn.com/image/fetch/$s_!vMxI!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp 1272w, https://substackcdn.com/image/fetch/$s_!vMxI!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!vMxI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp" width="1456" height="971" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:971,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!vMxI!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp 424w, https://substackcdn.com/image/fetch/$s_!vMxI!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp 848w, https://substackcdn.com/image/fetch/$s_!vMxI!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp 1272w, https://substackcdn.com/image/fetch/$s_!vMxI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff90d50e9-26d4-4e8c-b0af-88da964dd34f_1920x1281.webp 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Image Source: RELEASE [AEC] 2026</figcaption></figure></div><p>Our intention is to create a dedicated showcase around Chinese technology companies and AI solutions for the built environment, with AAL representatives attending to help represent participating companies and connect with the wider European AEC community. This creates an opportunity not only for brand exposure, but also for business conversations, market testing, and cross-border relationship building.</p><p>To better support different goals and budgets, we are now offering <strong>different package tiers</strong> tailored to different company needs. Whether you are looking for lighter visibility, stronger on-site representation, or a more active showcase presence, we can now discuss options that better match what your company is looking for.</p><p>If this opportunity sounds relevant to you, please contact us directly to learn more about the available packages and discuss what may be the best fit for your company.</p><p>As always, you can reply directly to this newsletter or email us with any questions.</p><p>Best regards,</p><p>Natalie Gusawir</p><p>COO</p><p>AAL INNOVATION</p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: What is an Architect's Core Value in the AI Era?]]></title><description><![CDATA[At AAL, we want to be frank about reality.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-what-173</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-what-173</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 20 Jul 2026 00:30:18 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!vwDx!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><span>At AAL, we want to be frank about reality.</span></p><p><span>As the industry changes, a critical conversation is emerging.</span></p><p><span>Architects are supposed to draw. They are meant to design.</span></p><p><span>But for some time now, more of what they do has become project management. Many expertise has been outsourced to sustainability experts, bim managers, landscape architects, etc.</span></p><p><span>That was pre-GenAI.</span></p><p><span>Today, architects face some changes. Which part of architectural work is the most valued?</span></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!vwDx!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!vwDx!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png 424w, https://substackcdn.com/image/fetch/$s_!vwDx!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png 848w, https://substackcdn.com/image/fetch/$s_!vwDx!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png 1272w, https://substackcdn.com/image/fetch/$s_!vwDx!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!vwDx!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png" width="490" height="367.5" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/b6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:false,&quot;imageSize&quot;:&quot;normal&quot;,&quot;height&quot;:1086,&quot;width&quot;:1448,&quot;resizeWidth&quot;:490,&quot;bytes&quot;:1700377,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://aalinnovation.substack.com/i/207653231?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:&quot;center&quot;,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!vwDx!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png 424w, https://substackcdn.com/image/fetch/$s_!vwDx!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png 848w, https://substackcdn.com/image/fetch/$s_!vwDx!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png 1272w, https://substackcdn.com/image/fetch/$s_!vwDx!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6221fe9-b3d0-4cf2-a19b-20b2712b4efa_1448x1086.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong><span>&#9898;&#65039; Unmasking the &#8220;Drawing&#8221;</span></strong></p><p><span>For decades, the value of an architect has been masked by the act of &#8220;drawing.&#8221; Because the final deliverable is a set of blueprints or a 3D model, the profession is often reduced to the manual labor of producing those files.</span></p><p><span>But the real work of architecture happens long before the mouse clicks.</span></p><p><span>It is the ability to understand a client&#8217;s ambiguous needs, navigate strict regulatory constraints, coordinate conflicting engineering disciplines, and synthesize a chaotic mess of data into a single, buildable, logical system.</span></p><p><span>The drawing is just the output. The actual value is the synthesis and judgment.</span></p><p><strong><span>&#9898;&#65039; AI Forces the Pivot</span></strong></p><p><span>This distinction has never been more important than it is right now.</span></p><p><span>As AI tools rapidly improve at automating the output by handling routine drafting, generating rapid visualizations, and performing code-compliance checks, the manual production side of architecture is becoming commoditized.</span></p><p><span>If your primary value to a firm or a client is simply your speed in CAD or your ability to render, AI is a direct threat.</span></p><p><span>However, if your primary value is your ability to solve complex spatial problems, negotiate stakeholder requirements, and exercise design judgment, AI is a massive amplifier.</span></p><p><span>We are entering an era where you no longer need to spend the majority of your time on manual execution. The question becomes: what do you do with that reclaimed time?</span></p><p><strong><span>&#128260; Translating Your Skills</span></strong></p><p><span>For many, this means a shift in identity. We are seeing architects begin to &#8220;translate&#8221; their core skills into new avenues.</span></p><p><span>The ability to manage complex project data is highly transferable to tech product management.</span></p><p><span>The ability to synthesize stakeholder needs is the foundation of strategic consulting.</span></p><p><span>But even for those staying strictly within traditional practice, the day-to-day role will change.</span></p><p><span>The architect of the future will look less like a draftsperson and more like a Spatial Editor.</span></p><p><span>This role involves curating AI-generated options, applying human empathy to design decisions, and managing the strategic direction of a project.</span></p><p><span>The firms and individuals who will thrive in the next decade are those who stop defining themselves by </span><strong><span>the software they use or the drawings they produce</span></strong><span>, and start defining themselves by the complex problems they are uniquely equipped to solve.<br><br>&#128992; AAL INNOVATION</span></p><p>Did you know? AAL is shaped by the market. We see the need for transformation, and we react to link up the supply of AI solutions mature found and proved in China, and serve the demands locally and globally.</p><p>Part-solution provider, part-trainers, part-AI multi-media designers, we <span>are Hong Kong&#8217;s first AI consultants specialized the serve the real estate, architecture and construction industry.</span></p><p><span>Find out more here: </span><a href="http://www.aalinnovationai.com/"><span>www.aalinnovationai.com</span></a></p><p>If you are a key person in your business, hoping to know more how AAL can help, you can look for a time slot here to book a discovery call: </p><p>https://adelinechan-meeting-aalinnovation.manus.space/</p><p>Best regards, </p><p>Natalie Gusawir</p><p>COO</p><p>AAL INNOVATION</p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: Spatial Data for Circular Cities and Try ArchMaster Today]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-spatial</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-spatial</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 13 Jul 2026 00:30:21 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!hCco!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff701ec09-8aba-461a-abd0-90393ead5e9e_1038x1297.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to this week&#8217;s newsletter. We are excited to announce our next MICS session focusing on the intersection of data science and sustainable materials, along with a major update on how you can access award-winning design optimization tools through AAL.</p><h2>&#127897;&#65039; Upcoming MICS: Dr. Tanya Tsui</h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!hCco!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff701ec09-8aba-461a-abd0-90393ead5e9e_1038x1297.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!hCco!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff701ec09-8aba-461a-abd0-90393ead5e9e_1038x1297.png 424w, https://substackcdn.com/image/fetch/$s_!hCco!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff701ec09-8aba-461a-abd0-90393ead5e9e_1038x1297.png 848w, https://substackcdn.com/image/fetch/$s_!hCco!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff701ec09-8aba-461a-abd0-90393ead5e9e_1038x1297.png 1272w, https://substackcdn.com/image/fetch/$s_!hCco!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff701ec09-8aba-461a-abd0-90393ead5e9e_1038x1297.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!hCco!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff701ec09-8aba-461a-abd0-90393ead5e9e_1038x1297.png" width="1038" height="1297" 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>For our next MICS showcase, we are thrilled to welcome Dr. Tanya Tsui, a researcher at Leiden University&#8217;s Institute of Environmental Sciences (CML). With a rich background spanning TU Delft and the MIT Senseable City Lab, Dr. Tsui&#8217;s work sits at the cutting edge of spatial data science, urban planning, and material transitions.</p><p>During the session, she will discuss her leadership on the RAW Project, where she uses GIS to map the availability of bio-based construction materials across Europe. We will also explore her broader work on circular cities and how spatial modeling can optimize material flows to significantly reduce construction-related emissions.</p><p>Date: 13th July, 2026</p><p>Time: 8:00-9:00 PM GMT+8<br>&#128073; <strong><a href="https://luma.com/4awes50t">RSVP for the MICS session here</a></strong></p><h2>&#127942; Try the CIC Award-Winning ArchMaster</h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!_4q5!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!_4q5!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg 424w, https://substackcdn.com/image/fetch/$s_!_4q5!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg 848w, https://substackcdn.com/image/fetch/$s_!_4q5!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!_4q5!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!_4q5!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg" width="800" height="800" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:800,&quot;width&quot;:800,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;View image&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="View image" title="View image" srcset="https://substackcdn.com/image/fetch/$s_!_4q5!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg 424w, https://substackcdn.com/image/fetch/$s_!_4q5!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg 848w, https://substackcdn.com/image/fetch/$s_!_4q5!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!_4q5!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35a1239f-310c-4a9e-8973-c8957d53f74f_800x800.jpeg 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>As we highlighted previously, our close partner ArchMaster recently won the Hong Kong Construction Industry Council&#8217;s (CIC) first-ever AI Award for AI+Design Optimization. We are proud to announce that AAL serves as the official overseas distributor for ArchMaster&#8217;s powerful platform.</p><p>If you are an architect or urban planner looking to push the boundaries of AI in your day-to-day workflows, you can now experience their pioneering spatial optimization tools firsthand.</p><p><br>&#128073; <strong><a href="https://aalinnovationai.com/archmaster">Try ArchMaster here</a></strong> </p><p>As always, if you have any questions or want to discuss how these tools apply to your practice, simply reply directly to this newsletter.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: MICS #21 Recap, HK AI Mandate Summary, and Consultancy Calls]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-mics-252</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-mics-252</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 06 Jul 2026 00:31:18 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!aEaz!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144e7af4-8771-4dc5-9264-e8db9dcf16ae_1600x1017.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to this week&#8217;s newsletter. We recently wrapped up two major sessions&#8212;one exploring human-centered AI design and another unpacking the immediate impact of Hong Kong&#8217;s new AI mandates. Here is what you missed and how to stay ahead.</p><h2>&#127897;&#65039; MICS #21 Recap: AI Designs for User Well-being</h2><p>In our latest MICS session, architect Rada Daleva shared how she integrates AI into the architectural design process. Rather than focusing solely on speed or automation, Rada discussed how AI can be used to enhance spatial quality, improve contextual response, and focus on user well-being. It was a fascinating look at how emerging tech can support timeless, human-centered architecture.</p><p>If you missed the session, you can watch the recording and catch up on previous episodes here:<br>&#128073; <strong><a href="https://aalinnovationai.com/mics-podcast">Watch the MICS #21 Recap</a></strong></p><h2>&#127469;&#127472; The AI June Mandate: Session Wrap-Up</h2><p>We also hosted our first <em>AAL Intelligence Briefing</em> to break down the Hong Kong Development Bureau&#8217;s new Technical Circular (Works) No. 3/2026, which formally mandates AI adoption across capital works projects.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!aEaz!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144e7af4-8771-4dc5-9264-e8db9dcf16ae_1600x1017.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!aEaz!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144e7af4-8771-4dc5-9264-e8db9dcf16ae_1600x1017.png 424w, https://substackcdn.com/image/fetch/$s_!aEaz!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144e7af4-8771-4dc5-9264-e8db9dcf16ae_1600x1017.png 848w, https://substackcdn.com/image/fetch/$s_!aEaz!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144e7af4-8771-4dc5-9264-e8db9dcf16ae_1600x1017.png 1272w, https://substackcdn.com/image/fetch/$s_!aEaz!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144e7af4-8771-4dc5-9264-e8db9dcf16ae_1600x1017.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!aEaz!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F144e7af4-8771-4dc5-9264-e8db9dcf16ae_1600x1017.png" width="1456" height="925" 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>The key takeaway is that this is no longer a future consideration&#8212;it is active policy. For firms handling consultancy contracts over HKD 15M or works contracts over HKD 30M, AI integration is now a requirement. During the session, we mapped out the specific types of AI required, the enhanced CITF funding available to support implementation, and the first steps firms need to take to remain compliant and competitive.</p><p>&#128073; <strong><a href="https://www.youtube.com/watch?v=9-7eTCKhG4s">Watch the Briefing Recording Here</a></strong></p><h2>&#128222; Book a 30-Minute Consultancy Call</h2><p>If your firm is trying to navigate the new HK mandates, or if you are looking to integrate AI workflows into your practice but aren&#8217;t sure where to start, we are here to help.</p><p>You can now book a 30-minute consultancy call with us to discuss your firm&#8217;s specific needs, assess your current AI readiness, and map out a practical strategy for adoption.<br>&#128073; <strong><a href="https://adelinechan-meeting-aalinnovation.manus.space">Book your consultancy call here</a></strong></p><p>As always, you can reply directly to this newsletter with any questions or thoughts&#8212;we are always happy to help.</p><p>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Community AI Newsletter: ArchMaster's CIC Award, HK's New AI Mandate, and MICS #21]]></title><description><![CDATA[Welcome to this week&#8217;s newsletter.]]></description><link>https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-archmasters</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-community-ai-newsletter-archmasters</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Mon, 29 Jun 2026 00:30:13 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/864f494e-f620-4c00-84e5-149bff2e1d59_2990x1672.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to this week&#8217;s newsletter. We have exciting news to share from our partner network, along with two highly relevant upcoming sessions covering new government AI mandates and human-centered AI design.</p><h2>&#127942; Archmaster AI Wins CIC AI Award</h2><p>We are incredibly proud to announce that our close partner, Archmaster AI, just won the Hong Kong Construction Industry Council&#8217;s (CIC) first-ever AI Award for AI+Design Optimization. This is a major milestone for AAL and our partners, recognizing the real-world impact of spatial intelligence in the built environment.</p><p>If you are working in architecture, urban planning, interior, or landscape design, we highly recommend investing five minutes of your lunch break to watch their demo video. It provides a solid look at where the actual edges of AI are being pushed in the design industry right now, and how pioneering designers are reshaping their day-to-day workflows.</p><p>See what they are building here : <a href="https://aalinnovationai.com/archmaster">https://aalinnovationai.com/archmaster</a> </p><div class="native-video-embed" data-component-name="VideoPlaceholder" data-attrs="{&quot;mediaUploadId&quot;:&quot;be325775-66c4-4a19-9095-e7227dcaaee3&quot;,&quot;duration&quot;:null}"></div><div><hr></div><h2>&#127469;&#127472; AI &amp; Construction in HK: The AI June Mandate Decoded</h2><p><strong>Tuesday, June 30 | 8:30 PM &#8211; 9:30 PM (GMT+8)</strong></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://luma.com/cfekye35&quot;,&quot;text&quot;:&quot;Register Here&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://luma.com/cfekye35"><span>Register Here</span></a></p><p>The Hong Kong government just mandated AI in capital works projects. On 1 June 2026, the Development Bureau issued Technical Circular (Works) No. 3/2026, formally requiring AI adoption across consultancies exceeding HKD 15M and works contracts exceeding HKD 30M.</p><p>In our inaugural <em>AAL Intelligence Briefings</em> session, AAL INNOVATION co-founders Adeline Chan and Anne Zhang will break down exactly what this policy means for your firm. They will cover the types of AI required, the enhanced CITF funding landscape for AI and robotics, and a clear map of Hong Kong&#8217;s AEC ecosystem. Whether you are a developer, contractor, or consultant, this session will give you a no-nonsense understanding of the policy and where to start.</p><div><hr></div><h2>&#127897;&#65039; MICS #21: Rada Daleva &#8211; AI Designs for User Well-being</h2><p><strong>Thursday, July 2 | 8:00 PM &#8211; 9:00 PM (GMT+8)</strong></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://luma.com/gwv2wqj2&quot;,&quot;text&quot;:&quot;Register Here&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://luma.com/gwv2wqj2"><span>Register Here</span></a></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!4Rtt!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!4Rtt!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png 424w, https://substackcdn.com/image/fetch/$s_!4Rtt!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png 848w, https://substackcdn.com/image/fetch/$s_!4Rtt!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png 1272w, https://substackcdn.com/image/fetch/$s_!4Rtt!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png 1456w" sizes="auto, 100vw"><img src="https://substackcdn.com/image/fetch/$s_!4Rtt!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png" width="460" height="574.7784200385356" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1297,&quot;width&quot;:1038,&quot;resizeWidth&quot;:460,&quot;bytes&quot;:1256619,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://aalinnovation.substack.com/i/203940163?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!4Rtt!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png 424w, https://substackcdn.com/image/fetch/$s_!4Rtt!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png 848w, https://substackcdn.com/image/fetch/$s_!4Rtt!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png 1272w, https://substackcdn.com/image/fetch/$s_!4Rtt!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ea3f9f3-a96c-4083-9b84-db3e537969f6_1038x1297.png 1456w" sizes="auto, 100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>For our 21st MICS session, we are thrilled to welcome architect Rada Daleva, founder of Daleva Design and former Project Lead at Studio Tim Fu. Rada has led international projects at the forefront of emerging tech, including the Lake Bled Estate&#8212;recognized as the first fully AI-driven architectural project.</p><p>Rada&#8217;s work is guided by a commitment to timeless, human-centered architecture. In this session, she will share how she integrates AI into the design process not just for speed, but to enhance spatial quality, deepen contextual response, and focus on user well-being. If you are interested in how AI can be used to craft calm, considered, and enduring spaces, you won&#8217;t want to miss this.</p><p><br>Best regards,<br><strong>Natalie Gusawir</strong></p><p><strong>COO</strong></p><p><strong>AAL INNOVATION</strong></p>]]></content:encoded></item><item><title><![CDATA[AAL Special Update: Upcoming European AEC & AI Showcase in Paris]]></title><description><![CDATA[Hi everyone,]]></description><link>https://communitynews.aalinnovationai.com/p/aal-special-update-upcoming-european</link><guid isPermaLink="false">https://communitynews.aalinnovationai.com/p/aal-special-update-upcoming-european</guid><dc:creator><![CDATA[AAL INNOVATION]]></dc:creator><pubDate>Wed, 24 Jun 2026 00:30:42 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!IStX!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5356fdca-bb05-4a30-940f-42508b678ddc_1738x978.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Hi everyone,</p><p>We are currently in the early planning stages for an exciting opportunity this October 2026. We are organizing a dedicated presence at a major European conference focused on AI and the AEC sector, taking place in Paris.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!IStX!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5356fdca-bb05-4a30-940f-42508b678ddc_1738x978.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!IStX!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5356fdca-bb05-4a30-940f-42508b678ddc_1738x978.png 424w, https://substackcdn.com/image/fetch/$s_!IStX!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5356fdca-bb05-4a30-940f-42508b678ddc_1738x978.png 848w, https://substackcdn.com/image/fetch/$s_!IStX!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5356fdca-bb05-4a30-940f-42508b678ddc_1738x978.png 1272w, https://substackcdn.com/image/fetch/$s_!IStX!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5356fdca-bb05-4a30-940f-42508b678ddc_1738x978.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!IStX!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5356fdca-bb05-4a30-940f-42508b678ddc_1738x978.png" width="1456" height="819" 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image buttonBase-GK1x3M"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg" class="icon-noB79L"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image buttonBase-GK1x3M"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2 icon-noB79L"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Photo from BUILTWORLDS, Tokyo, Japan</figcaption></figure></div><p>A key part of this initiative is that <strong>AAL representatives will attend the conference on behalf of the participating companies</strong>, helping represent them on site, facilitate conversations, and connect their work with the broader European AEC community. This creates a meaningful opportunity for companies that want visibility in Europe but may not be able to attend directly themselves.</p><p>We believe this is especially valuable because Paris is a global center for architecture, design, and innovation, and because the convergence of AEC and AI is creating a timely moment for cross-border exchange. For Chinese companies, this could be an excellent chance to build awareness, understand market interest, and establish international connections in a highly relevant setting.</p><p>We are still in the early planning stage, so nothing has been finalized yet. However, we would like to open this opportunity to our community and see who may be interested in joining us.</p><p>If this sounds relevant to you, or if you would like more information, please <strong>reply directly to this email (nat@aalinnovationai.com)</strong> with any questions or expressions of interest.</p><p>Best regards,</p><p>Natalie Gusawir</p><p>COO</p><p>AAL INNOVATION</p>]]></content:encoded></item></channel></rss>