Working notes, technical write-ups, and patent disclosures from the VAOS™ team and community.
Continuous evaluation of sensor reliability — calibration drift, exposure, occlusion, thermal — fed directly into inference confidence and downstream validation.
Filed · 2025 · multiple jurisdictions
Validation envelope around structured perception output. Open schema, defended boundary against malformed or untrusted scene data.
Filed · 2025 · multiple jurisdictions
Closed-loop runtime that gates every recommended action against current scene confidence and sensor reliability before execution.
Filed · 2025 · multiple jurisdictions
2026-04 · technical note
How VAOS combines partial views from N cameras with per-camera reliability scores into a coherent scene.
2026-03 · technical note
Lightweight on-device LM for scene summarisation and contextual reasoning. Architecture, distillation, eval.
2026-02 · technical note
Three case studies — robotics, industrial inspection, smart infrastructure — and the validation policies that shipped.
2026-01 · technical note
Engineering rationale for explicit boundaries between perception, contract, memory, agent, validation, action.