AI-powered copilot that ingests Health and Usage Monitoring System (HUMS) multi-sensor telemetry and service histories across military fleet assets.
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Updated
Sep 19, 2026 - Python
AI-powered copilot that ingests Health and Usage Monitoring System (HUMS) multi-sensor telemetry and service histories across military fleet assets.
Tier 1 of the CHOF toolkit — quantifies human oversight requirement for Autonomous Weapon Systems via the H equation from Mahajan (2024) QUB LLM Dissertation. Companion to chof-kernel.
Tier 2 of the CHOF toolkit — embedded human-oversight kernel for autonomous systems. Tactical safety governor (TCAS+AEB pattern) with Ed25519-signed audit logs. Python reference implementation; C++/Rust port for ROS2/PX4/ArduPilot forthcoming.
Interactive market-intelligence dashboard concept for the European defence ecosystem. Every data point carries a source and a "last verified" timestamp instead of a fake real-time promise. Built as a product and competitive-analysis case study: SWOT, source-cadence audit, provenance-first UX.
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