Anthropic reported in February 2026 that one Claude distillation network managed more than 20,000 fraudulent accounts at once

Anthropic describes new defenses against illicit distillation of Claude, including preserved thinking, a two-stage classifier, and account bans, which cut extracted reasoning tokens 10-100x. It argues distillation threatens national security and urges all developers and platforms to act.