As of October 2026, Anthropic had banned tens of thousands of distillation-linked Claude accounts, often within two hours of a distillation campaign starting

Anthropic's October 2026 measures against distillation attacks, which are covert, large-scale efforts to copy a model's capabilities, usually through networks of fraudulent accounts.