$ brief --date 2026-10-12 --edition evening --storyEvening brief, Oct 12

Anthropic tests defenses against illicit model distillation

Its internal measurements put extracted reasoning tokens 10 to more than 100 times lower after new safeguards, although Anthropic says the gains may not last against a persistent attacker.

Anthropic research