·6 min read·operations
What we score wrong: scoring mistakes Panya has made and the fixes
The 11-signal rubric is public. The audits behind every score are run by humans + agents. Both make mistakes. This is the running list of scoring calls we got wrong, what we corrected, and what the editorial process changes in response.