Founder & CTO, SigmaZ AI Lab·ex-Amazon AGI, London
Building generative UI as the substrate for post-AGI human–AI I/O. This page is an argument for that thesis, and — inconveniently for me — it is also made of it.
ICLR 2026 · RioAttending in person. Let's talk. Paper and poster in the top strip; a 15-minute slot is one click away →Book a time
§ 02 · the demo, the page
Each card is a model's attempt to render an idea as a surface, not a paragraph.
Scroll or tap ↓ for the next idea. Swipe or tap a tab to change which model rendered it. Rate what you see, then the critique model earns its own turn. Cheap inference is one slow rate limit away.
01/12The Post-AGI I/O bottleneck
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02/12GenUI > diffusion for information transfer
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03/12ICLR 2026: latent-surface alignment
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04/12Ambient / wearable compute
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05/12Priors for non-visual BCI UX
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06/12Agents are overrated, UIs are underrated
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07/12Embodied intelligence as the real VLM test
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08/12HCI is the bottleneck, not scaling
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09/12What I'm building at SigmaZ
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10/12Chat UIs are the new command line
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11/12Haptic bandwidth as the next I/O channel
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12/12The interface is the agent loop
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§ 03 · live meta-evaluation
The dashboard is a card too.
Rendered by the same pool of models, regenerated hourly from the ratings this page collects. If the model fails, the failure is the message.
dashboard by Gemini 3.1 ProCACHED · 1h TTL
← Grok 4.20
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Leaderboard ranks by human stars. Scatter plots human-vs-VLM alignment. n = total ratings collected by this page.