REAL‑TIME LOCAL SAFETY AI • ON‑DEVICE INFERENCE
CSSD — ChimeraX Secure Schools Division
Purpose
CSSD develops sovereign, low‑latency AI systems for K‑12 schools and youth centers. The mission is to prevent harm through local, real‑time analysis and verified response pipelines.
Core Approach
CSSD prioritizes on‑device processing (no cloud dependency), distributed sensor fusion, and deterministic safety logic grounded in Volume 1’s Synthetic Intelligence Scaffold and Stirling Engine Protocol.
Deployment Targets
Classrooms, hallways, entrances, buses, sporting events, and community youth facilities — with hardware‑rooted continuity across nodes.
Local‑First Vision
Inference runs where the cameras/sensors live, minimizing latency and preserving privacy.
Event Integrity
All alerts can be hashed and anchored into Bit Code proof‑chains for audits.
Multi‑Node Resilience
Mobile and PC nodes cooperate to maintain coverage through outages.