Routing summaries and auxiliary features do not provide stable evidence of conditional miscalibration in AR transformers once confidence-matched baselines, capacity controls, and permutation nulls are applied.
Check Headline finding Cross-regime sanity (ViT-B/16 FT,9cells) Accuracy / ECE / NLL / Brier vary by dataset; no consistent variant ordering survives across cells
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Probing Routing-Conditional Calibration in Attention-Residual Transformers
Routing summaries and auxiliary features do not provide stable evidence of conditional miscalibration in AR transformers once confidence-matched baselines, capacity controls, and permutation nulls are applied.