Generalization of calibration-reshape patterns across checkpoints
Determine whether the calibration-reshape patterns observed under the State-Reconciliation Intervention and Call-Reconciliation Intervention generalize from the six evaluated model checkpoints to all 26 checkpoints in the main evaluation panel.
References
The plasticity results (Tab.~\ref{tab:intervention}) cover $6$ of the $26$ checkpoints in the main panel. Whether the reshape patterns generalize to all checkpoints is untested.
— Calibration is the Bottleneck: An Action-Class Diagnostic of Multi-Turn Tool-Calling
(2609.00949 - Zhao et al., 1 Sep 2026) in Limitations, paragraph “Probe coverage and oracle gating”