agents
fact
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LLMs in code review exhibit critical weaknesses such as cross-round temporal misalignment and inadequate long-range memory
our in-depth error analysis dissects the distinct drivers of false positives and false negatives, revealing critical weaknesses such as cross-round temporal misalignment and inadequate long-range memory
Computation and Language30 Aug 2026