#evaluation

Safety Benchmarks: Shifting the Paradigm of Autonomous System Oversight

The safety of autonomous systems is shifting from ex-post compensation to ex-ante defense. Research institutions are establishing benchmark frameworks like Safe2Drive and SafeVLA-Bench to address silent runtime failures in Physical AI, pushing for mandatory pre-certification legal standards.

Jessy·Jun 3, 2026·2 min read