Isomorphic Perturbation Testing
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Evaluate rule hypotheses for genuine reasoning vs shortcuts
Reward Hacking in Reasoning Models
Do reasoning LLMs actually reason — or learn to game the test? IPT allows for detecting reward hacking in inductive programming tasks (SLR-Bench).