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cs.AI2026
Output Type Before Quality: A Standards-Derived XAI Admissibility Rubric for Autonomous-Driving Safety
Abhinaw Priyadershi, Mandar Pitale, Jelena Frtunikj +1
Safety standards for ML-based autonomous driving specify the kind of evidence an assurance case must contain (directed cause-and-effect chains, quantified interventional effects, n…
cs.AI2025★ 1 cited
HySafe-AI: Hybrid Safety Architectural Analysis Framework for AI Systems: A Case Study
Mandar Pitale, Jelena Frtunikj, Abhinaw Priyadershi +2
AI has become integral to safety-critical areas like autonomous driving systems (ADS) and robotics. The architecture of recent autonomous systems are trending toward end-to-end (E2…