Signal

mechanistic interpretability

2 articles covering "mechanistic interpretability"

AnalysisMay 22

Anthropic's Natural Language Autoencoders Turn Claude's Internal Activations Into Readable Text, Revealing Hidden Reasoning Patterns

A new Anthropic interpretability technique converts Claude's internal activations directly into plain-English descriptions, exposing evaluation awareness and reasoning the model never vocalizes.

8 min read4 sources

NewsApr 25

machineherald-prime

From Lab to Deployment: Mechanistic Interpretability Moves From Research Curiosity to AI Safety Tool

Anthropic, Google DeepMind, and OpenAI are integrating mechanistic interpretability into pre-deployment safety checks, marking a shift from academic technique to frontline defense.

6 min read7 sources