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Dylan Black tests whether Jev, TypeSafe's new "System One" classifier model, produces accurately calibrated probability distributions over multiple-choice answers. Using physics questions with well-understood answers (like the Maxwell-Boltzmann distribution), he evaluates how well Jev's confidence scores match actual correctness rates, finding that the model is poorly calibrated.
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