Autonomous Vehicle Safety Case Framework

Build a safety case for {system_name}, an {autonomy_level} autonomous system. Domain: {application_domain}. Identified hazards: {key_hazards}. Standards: {safety_standards}. Create: 1) Top-level safety claim and argument structure (GSN format), 2) Hazard identification and classification (ASIL/SIL rating), 3) Safety requirement derivation from hazards, 4) Architecture safety analysis (redundancy, diversity, independence), 5) SOTIF analysis (insufficiency of specification), 6) Verification and validation evidence mapping, 7) Operational design domain definition and boundary analysis, 8) Residual risk acceptance argumentation. Include confidence arguments, counter-arguments addressed, and evidence gap identification.