# BioFrontier

- **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:** [Younus Shaik](https://cerebralvalley.ai/u/Younus)
- **GitHub:** https://github.com/hellomrsys-maker/BioOS
- **Demo video:** https://youtu.be/pquF7gZzUEc?si=dX6-zZAj6pqSHfGz
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4380

BioOS is an avionics-inspired, tri-plane operating system for surgical robotics and critical care, built to survive real-world power disruptions and network failures.

By decoupling probabilistic AI from deterministic physical actuation, BioOS pairs a 1000 Hz #![no_std] Rust safety microkernel (providing <2 ms emergency mechanical lockouts) and a 100 Hz Kalman motion-compensation filter with a Meta AI cognitive flight deck. Using Meta SAM 3.1, the system continuously segments laparoscopic video to establish dynamic "no-fly zones" around vital arteries. Meanwhile, Meta Llama-3.1 and Llama-Guard-3 enforce procedural checklists and record tamper-proof RFC 9162 Merkle audit logs.

Operating across a zero-bridge 128-byte Atomic Memory State Vector (AMSV), BioOS makes autonomous and robotic-assisted surgery predictable, verifiable, and deployable across any hospital environment.

## More from Meta Global AI Developer Hackathon

- [Yasir Arafat](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4377)
- [pettybytes](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4378)
- [Meistro](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4379)
- [Edilma Riano](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4381)
- [ShopFloor AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4382)
- [ARK 305 APP](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4383)

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