RESEARCHMay 12, 2026·9 min read
We trained a classifier on frontier refusals. Here's what triggers them.
Forty thousand refusals, one classifier, seven surprising categories. The words, topics, and phrasings most likely to make a model bail — and what it means for how you prompt.