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  2. arxiv.org arxiv.org
    https://arxiv.org/abs/2605.06445
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    1. fxp007 24 May 2026
      error analysis identifies data-layer defects (e.g., incorrect query composition and ORM runtime violations) as the leading root causes.

      大多数人可能认为LLM在业务逻辑和API实现上更容易出错，但研究表明数据层缺陷（如查询组成错误和ORM运行时违规）是主要根本原因，这与人们对LLM代码生成弱点的普遍认知相悖。

      non-consensus data-layer-issues llm-errors
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    arxiv.org/abs/2605.06445