Reza Habibi, Darian Lee, Magy Seif El-Nasr

Beyond Accuracy: Introducing a Symbolic-Mechanistic Approach to Interpretable Evaluation

arXiv:2603.23517v1 Announce Type: new Abstract: Accuracy-based evaluation cannot reliably distinguish genuine generalization from shortcuts like memorization, leakage, or brittle heuristics, especially in small-data regimes. In …