A Physical AI Demo Day by AWS & Liminal

Startups building physical AI will present their technology at a demo day hosted by Amazon Web Services and Liminal. Around those demos sit three segments aimed at people building in the space: why physical AI may be the next platform shift after generative AI and what has made it possible now, what it takes to move intelligent systems out of controlled environments into the physical world, and what to look for in founders tackling technically difficult problems.

It runs on Wed 28 Oct 2026, 1.30pm to 5pm, and entry is free. The room is pitched at founders, builders and operators working on physical AI, so expect company rather than spectatorship — the sort of afternoon that suits you if you're already in the field or follow it closely enough to want to hear the technical questions asked out loud.