Research2026-04-23
SolidCoder: Bridging the Mental-Reality Gap in LLM Code Generation through Concrete Execution
Source: Arxiv CS.AI
arXiv:2604.19825v1 Announce Type: cross Abstract: State-of-the-art code generation frameworks rely on mental simulation, where LLMs internally trace execution to verify correctness. We expose a fundamental limitation: the Mental-Reality Gap -- where models hallucinate execution traces and...
arxivpapers