A Mathematical Framework for Transformer Circuits

Teaching Claude why

New research on how we've reduced agentic misalignment.

Natural Language Autoencoders: Turning Claude’s thoughts into text

AI models like Claude talk in words but think in numbers. In this study we train Claude to translate its thoughts into human-readable text.

Donating our open-source alignment tool