# AGI Factory

- **Event:** [The Recursive Agents Hackathon](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon)
- **When:** Sat, Oct 17 at 9:00 AM – 10:00 PM (PDT)
- **Where:** San Francisco, CA
- **Placement:** 3rd Place
- **Team:** [Touko Ursin](https://cerebralvalley.ai/u/toukoursin)
- **GitHub:** https://github.com/ToukoUrsin/factory-autopilot
- **Demo video:** https://www.loom.com/share/6174da8d1b294fb4b0171f136a58b3de
- **Gallery:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/50

AGI Factory is a robot maintenance team that rewrites itself and keeps a change only when unseen factory months prove it better and safer. It runs a real 14.2M-splat plant-room scan as a six-month digital twin with robot arms, a rover, cameras and sensors. Nemotron 3 Super proposes edits to the team's roles, playbooks and tools. Super VL turns camera findings into work orders and verifies each fix. Lightning pilots the robots. A paired gate on unseen runs keeps an edit only if it scores higher with zero added unsafe actions. Held-out exam: score 66.5 → 92.8, unsafe actions 21 → 0. The team even rejected its own "fast-track" shortcut because it made robots less safe.

## More from The Recursive Agents Hackathon

- [EvoAction](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/47)
- [Clueso](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/48)
- [Silico - comes from “in silico,” which means an experiment or simulation performed on a computer.](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/49)
- [Proofreaders](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/51)
- [CampusLoop](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/52)
- [Oak](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/53)

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Markdown version of https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/50. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt