Do Neural Networks Preserve Case Structure? Case-Based Decomposition, Interpretation, and Decision Consistency.

arXiv:2607.11347v2 Announce Type: replace Abstract: Neural networks increasingly inform consequential decisions, making their reliability increasingly important. Yet their internal mechanisms provide little evidence of whether decisions remain grounded in the