Unproductive Self-Verification

Opus 5's characteristic failure: exhaustive correctness checks and unrequested over-engineering that displace the actual task, producing performance that *declines* at higher effort — and load-bearing evidence in Anthropic's decision that the model does not cross the CB-2 threshold