Across 5 LLMs and 11 datasets, layer-wise probability trajectories for correct and incorrect predictions are largely aligned, so uncertainty appears to have little effect on when models commit to an answer.
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On the Effect of Uncertainty on Layer-wise Inference Dynamics
Across 5 LLMs and 11 datasets, layer-wise probability trajectories for correct and incorrect predictions are largely aligned, so uncertainty appears to have little effect on when models commit to an answer.