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20232026
most citedDomain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization

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cs.SE2026

Identity or Prompt Noise? A Calibrated Invariance Audit of LLM Code Generation

Maksim E. Eren, Ryan Barron, Eric Michalak +2

Identity cues are irrelevant to a fixed programming specification, but raw counterfactual differences can arise from unequal samples and prompt wording. We audit 30.73 million exec…