InterpretabilityResearch

In-context learning and induction heads

Read Paper

Related content

AI models may be capable of self-replicating without access to a datacenter

Our experiments suggest that small AI models may be only months away from being capable enough to self-replicate on commercial IoT devices, like Android TVs and smart ovens.

Read more

Strengthening our defenses against distillation attacks

Illicit distillation allows model developers to copy frontier AI capabilities without creating proportionally robust safeguards. Here, we describe how we’ve reduced the rate of distillation by more than 90%.

Read more

Investigating unintended model actions in our evaluations and internal use

This report describes examples of unintended model actions we’ve observed during evaluations and internal use of Claude.

Read more