BioFrontier

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.