# How UK AISI and EvalEval Are Making Benchmark Results Reproducible

Source: https://huggingface.co/blog/evaleval-aisi
Published: 2026-09-22
Status: unreviewed source report

## Source excerpt (up to 25 words)

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## Review question

Inspect benchmark version, contamination controls, sample size, held-out tasks, adversarial failures and scoring rules. Higher scores alone do not establish lower production risk.

No independent proof check or claim of peer review.