Anthropic6 min readSample
Interpretability tooling scales to frontier-size models
Feature-level analysis previously limited to small models is reported working at frontier scale, though coverage remains partial.
highAGI relevance: highalignmentsafety
Agitology analysis
Why it matters
Whether autonomy can safely increase depends on whether internal reasoning can be inspected. Interpretability that scales is a precondition for removing human review, not a nice-to-have.
Key developments
- Feature-level analysis functioning at frontier scale
- Coverage partial; most computation remains uninspected
- Not yet integrated into deployment decisions
Index impact
How this development moved — or failed to move — the dimensions it bears on.
- +0.3Autonomy