Research papers · Posted 2026.02.05 · Preprint
The Necessity of a Holistic Safety Evaluation Framework for AI-Based Automation Features
The Necessity of a Holistic Safety Evaluation Framework for AI-Based Automation Features
Overview
The paper examines how QM-classified AI components can still contribute to perception-related hazards. Case studies motivate a holistic assessment spanning functional safety, SOTIF and ISO/PAS 8800 rather than relying on component classification alone.
Version: v2