Safety by Measurement: A Systematic Literature Review of AI Safety Evaluation Methods
markov, Charbel-Raphaël — 2025-05-19 — arXiv
Summary
A systematic literature review organizing AI safety evaluation methods into a taxonomy covering what properties to measure (dangerous capabilities, propensities, control), how to measure them (behavioral and internal techniques), and how to integrate evaluations into broader frameworks.
Source
- Link: https://lesswrong.com/posts/CwdCYmsutwXwnYtEF/paper-safety-by-measurement-a-systematic-literature-review
- Listed in the Shallow Review of Technical AI Safety 2025 under 1 agenda(s):
- capability-evals — Evals