Open Problems in Mechanistic Interpretability
Lee Sharkey, Bilal Chughtai, Joshua Batson, Jack Lindsey, Jeff Wu, Lucius Bushnaq, … (+23 more) — 2025-01-27 — Multiple research organizations and universities — arXiv
Summary
Forward-facing review identifying and prioritizing open problems in mechanistic interpretability that require solutions before scientific and practical benefits can be realized, covering conceptual improvements, application methods, and socio-technical challenges.
Source
- Link: https://arxiv.org/abs/2501.16496
- Listed in the Shallow Review of Technical AI Safety 2025 under 1 agenda(s):
- other-interpretability — White-box safety (i.e. Interpretability)