InterpretabilityResearch

A Mathematical Framework for Transformer Circuits

Dec 22, 2021
Read Paper


Related content

Anthropic Economic Index report: Learning curves

Anthropic's fifth Economic Index report studies Claude usage in February 2026, building on the economic primitives framework introduced in our previous report.

Read more

Introducing our Science Blog

We’re launching a new blog about AI and science. We’ll share research happening at Anthropic and elsewhere, collaborations with external researchers and labs, and discuss practical workflows for scientists using AI in their own work.

Read more

Long-running Claude for scientific computing

A practical guide to running Claude Code for multi-day scientific tasks—test oracles, persistent memory, and orchestration patterns.

Read more
A Mathematical Framework for Transformer Circuits \ Anthropic