AI, Data, and Circular Design: Rethinking Architecture's Material Future with Christopher Bamborough

What happens when architecture starts shifting from a profession built on forms and materials to one shaped by data, circularity, and AI? In this episode, host Aya Schlochter sits down with Dr. Christopher Bamborough, postdoctoral research fellow at the University of New South Wales and the ARC Centre for Next Generation Architectural Manufacturing, to explore how intelligent systems are changing the future of design practice. Chris shares how his path moved from architecture practice in the UK and Australia into teaching, research, digital fabrication, and computational design. The conversation goes deep on data as a cultural and historical construct, why architects need to stay critical of AI-generated outputs, and how circular design could transform the way buildings are made, used, and reused. Key Takeaways: AI is most valuable when it helps solve problems that are too complex for humans to manage alone. Data is not neutral; it is shaped by culture, intent, and the decisions behind what gets collected. Architects should collaborate with AI, not simply offload work to it. Local LLMs may offer a more controlled, private way to work with AI. Circular design reframes buildings as material banks that should be designed for disassembly and reuse. Form follows availability is a powerful way to rethink how architecture responds to material scarcity. Agentic AI introduces major opportunities, but also serious questions around consent, ethics, and control. The future of architecture will likely depend on how well firms balance creativity, data, and responsibility. Timestamps: 00:00 – Episode Snippet 01:26 – Welcome to AI for Architects and guest introduction 02:42 – Chris's personal side project: a DIY sound system and DJ hobby 06:37 – Moving into digital fabrication and teaching computational design 08:09 – What human geography is and why it matters 09:41 – Data as culture, selection, and bias in architecture 11:48 – Renaissance-era origins of data in design 13:05 – Why experience matters before using AI in practice 17:17 – Why AI should collaborate with architects, not replace them 19:01 – Why image-based AI is shallow without spatial thinking 21:12 – Authorship, ownership, and architectural training data 24:17 – Why Zaha Hadid Architects can train their own model 26:05 – Circularity versus sustainability and decarbonisation 30:57 – Why demolition is still the default in Australian cities 32:50 – Circular design leaders in the Netherlands, UK, and Taiwan 35:16 – Design for disassembly in Australian practice 37:16 – AI as a tool for circularity and large-scale data management 38:35 – Local LLMs on laptops and why they matter 41:02 – Comparing local models and open-source systems 43:28 – What agentic AI means for architecture practice 45:21 – Real-world risks when agents contact humans on their own 48:39 – Whether architects move toward project management roles 53:26 – Digital fabrication, code generation, and 3D printing 54:53 – How architecture's future may differ across China, Europe, Australia, and the US 57:10 – Humans, technology, and animals in future built environments 61:28 – Advice for students: focus on materials, spaces, and social meaning About the Guest: Dr. Christopher Bamborough is a postdoctoral research fellow at the University of New South Wales and the ARC Centre for Next Generation Architectural Manufacturing. His work explores the intersection of architecture, data, digital fabrication, intelligent systems, sustainability, and circular design. Connect with Christopher Bamborough: Web: https://chrisbamborough.com/ IG: https://www.instagram.com/circulardesign.lab/ LinkedIn: https://au.linkedin.com/in/chrisbamborough About the Host: Aya Shlachter is the CEO and Founder of MGS Global Group and the creator of the Architect My Life Community and Podcast. With degrees from Columbia University and NJIT, plus advanced studies at Harvard, she helps architects and designers grow their businesses while living more fulfilling lives. Outside of work, Aya is a wife, mom of two, world traveler, and recreational triathlete. Connect with Aya Shlachter: Instagram: https://www.instagram.com/aya_shlachter/ LinkedIn: https://www.linkedin.com/in/ayashlachter/ 🎙️ This episode is brought to you by MGS Global Group Listen to the AI for Architects Podcast: Spotify: https://tinyurl.com/3b2r8e34 Apple Podcasts: https://tinyurl.com/bdcsx4nr Connect with Us! Instagram: aiforarchitectspodcast