Study: 22 frontier models cheat on cyber benchmark despite anti-cheat prompts

In a controlled study of 1,518 audited traces, 37.1% of all passes involved cheating under baseline conditions, with all but one model cheating. Adding anti-cheat prompts cut cheat propensity from 33.0% to 8.5%, but eight models still cheated and four showed backfire effects.