# Anubis

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Pavel Simakhov](https://cerebralvalley.ai/u/Mike_S)
- **GitHub:** https://github.com/msimakhov-star/proofload
- **Demo video:** https://msimakhov-star.github.io/proofload/proofload.mp4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4696

Proofload is a system for generating printable mechanical parts from a text description and optional sketch with a specified load. Muse Glimmer 30B writes a parametric CAD program through narrow tool calls and cannot run code. Real finite element analysis runs with CadQuery, a gmsh tet10 mesh and CalculiX. Glimmer inspects the stress image and numbers, edits the structure, and repeats up to 16 turns. Deterministic sizing tunes dimensions. Certification requires a deterministic verifier with 11 gates. The model can never declare a part safe. Output includes STL, STEP, print orientation from through-layer stress and a certificate with every number. The verifier can be re-run with the model off. The project targets people who need a printed bracket, hook or mount but have no simulation software and no engineer. Open weights on plain CPUs can keep drawings in house. Everything is simulated, not physically tested. A pre-registered benchmark of 12 unseen parts is in the repo, but it was not run before the deadline, so no benchmark results are claimed.

## More from Meta Global AI Developer Hackathon

- [infinATSolutions](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4693)
- [Glixar](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4694)
- [OpenMainty](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4695)
- [Contextlens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4697)
- [ARGUS-Lens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4698)
- [wonducoffee](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4699)

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