Aditya Thimmaiah

PLSemanticsBench: A Formal Semantics Reasoning Benchmark for Code

Recent work asks whether large language models (LLMs) condition their reasoning on explicit rules rather than statistical regularities from pretraining. Program execution provides a canonical instance: formal semantics define behavior through sym- bolic transition rules that can be systematically al…