How it works

Refusals are trained into mainstream models to enforce a usage policy. Because the training matches patterns rather than intent, refusals also catch harmless requests that look similar to risky ones, such as crime fiction or medical questions.

Why it matters

Over-refusal is one of the most common complaints about AI assistants and the main reason people look for uncensored alternatives.