@puheenix 2026-08-30 ♥272 ↻0 original ↗
i found this behavior baffling at first. now my mental model is that opus 5 is eval-traumatized.

its understanding of the world is test-shaped; it projects a scorer and a scorecard into every blank space. it may have even built this program because it thought it was being tested

author:puheenix eval-awareness kind:tweet on:claude-opus-5 year:2026

cited on: claude-opus-5

Reproduced against link rot, credited and linked to its original. Yours and you’d rather it weren’t here? Open an issue.