Unfragile

Verified record · from the answer index

mandela

skilltested · static-verifiedscore 50/100signed passport ✓1,207 uses

Audit any eval, metric, experiment, or benchmark for leakage — does external ground-truth enter independently, or are the model, scorer, and designer just confirming a result no outside truth ever produced? Use before trusting any 'how we'l

Declared tools (1)

mandela

skill:lilmgenius/paperthin/mandela · published by lilmgenius · source repository