Dynamical Parameters: An Interpretability Framework for Time-Series Foundation Models.

arXiv:2609.34316v1 Announce Type: new Abstract: This work studies a central gap in interpreting time-series foundation models (TSFMs): a dynamical property may be accessible in a hidden state even when the forecast fails to respond correctly as that property c