LLMs lack internal coherence for reliable bidirectional code reasoning, as they fail round-trip consistency on compression tasks even after training.
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Can LLMs Compress (and Decompress)? Evaluating Code Understanding and Execution via Invertibility
LLMs lack internal coherence for reliable bidirectional code reasoning, as they fail round-trip consistency on compression tasks even after training.