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ATN Summit Talk
Why AI SUCKS
A Talk By:
George Proud & Ismail Seleit
Co-Founder & Headd of Applied AI
19.03.2026
4:50 pm
-
5:15 pm

George Proud is the CEO and co-founder of Gendo, a London-based generative AI platform built for architects and designers. Gendo integrates generative AI directly into architectural workflows, helping practices explore, iterate, and communicate design intent faster—without specialist software, hardware, or fragmented CGI processes. George works at the intersection of architecture and AI, focused on distilling a complex and rapidly evolving technology landscape into tools that are genuinely useful in practice. Generic AI tools prioritise aesthetic novelty over architectural control, often breaking scale, material logic, and intent. Therefore his work centres on using AI to reduce time spent on visual iteration, material studies, and client communication—allowing architects to spend more time designing, while remaining firmly in authorship of their work.

About the Talk
Why AI SUCKS

George and Ismail from Gendo explore why AI still feels broken inside architectural practice, despite its huge promise. Drawing on George’s background across architecture and visualisation, and Ismail’s transition from Foster + Partners to Gendo, the talk looks at the gap between what AI can technically do and what is actually usable in day-to-day design work. They argue that today’s tools are still too technical, too fragmented, and too isolated from the collaborative nature of architectural practice.

The session highlights the frustrations many designers face: prompt engineering, endless model selection, technical setup, generic outputs, and workflows that pull attention away from design itself. In response, they present Gendo as a browser-based, design-focused platform built to make AI more accessible, collaborative, and useful for architects. Rather than centring the experience around models, credits, or engineering workflows, Gendo is framed as a creative design partner that helps teams iterate visually, make better decisions, and keep the focus on architecture.

Inside the Talk
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