Position: Mechanistic Interpretability Must Disclose Identification Assumptions for Causal Claims
arXiv:2605.08012v1 Announce Type: cross
Abstract: Mechanistic interpretability papers increasingly use causal vocabulary: circuits, mediators, causal abstraction, monosemanticity. Such claims require explicit identification assumptions. A purposive au…