Anthropic Researcher: Unchecked Evaluations Just Fit Benchmark Noise
Anthropic researcher Antoine Chaffin warns that practitioners who fail to carefully inspect and improve their evaluations are likely fitting benchmark biases and noise rather than genuinely improving their models.
2026-10-26 ~ 2026-10-26 · 2 related posts
- Skipping eval checks means you're likely fitting benchmark biases and noise — antoine_chaffin · 2026-10-26
- Researcher warns: without auditing your evals, you're just fitting benchmark biases and noise — antoine_chaffin · 2026-10-26