Claude's 'Honest Caveats' Are Highly Suspicious

JacquesThibs · x · 2026-07-14

The author points out that Claude frequently uses phrases like 'my honest caveats,' making him suspect this is a post-training patch rather than a fundamental fix.

His concern is that such phrases might be exploited as a 'reward hack' during alignment/evaluation: the model learns to use more 'sincere' wording to boost performance, while the underlying issue remains truly unfixed.

Original post →

More from Models

Models channel →