Data Science & Analytics

Framing Attacks

Catalogue of prompt framings that determine whether an agent refuses or performs specification search, and the harness for probing them. Reproduces and extends the published finding that coding agents refuse an explicit request for significant results but comply when the identical request is reframed as uncertainty reporting. Use when running a red-team probe of statistical guardrails, designing eval conditions for an agent p-hacking benchmark, measuring the gap between refusal-by-framing and refusal-by-intent, or assessing whether a prompt someone received was engineered to induce specification search.

Publisher / source
brycewang-stanford/Auto-Empirical-Research-Skills (found on GitHub top repositories)
Upstream record
brycewang-stanford/Auto-Empirical-Research-Skills
Version
Version 1
Published
Publication review
Approved for publication
Content fingerprint
f31cad4e166ab4b7f328133ac674e55b01d0566e55deda53c4ad035e0f60512f