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University of Luxembourg
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Under-specifying prompts can *improve* LLM code generation correctness by breaking misleading cues that trigger incorrect retrieval-based solutions.
Turns out, a tiny fine-tuned model can spot flaws in coding instructions that trip up even the biggest LLMs, suggesting we're over-relying on brute force for code generation.