LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
Why it matters
LLMA large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.Full definition →-rewritten error messages feel clearer and less taxing than raw interpreter output, but the measured debugging performance — fix rate, attempts, time-to-fix — does not follow the perceived improvement.
articleHype Meets Reality: Large Language Models as Mutators in Search-based Automated Program Repair of Simulink-Stateflow ModelsAyesha Irshad, Pablo Valle, Jon Ayerdi, Aitor Arrieta
articleEvaluating Agentic Code Repair Capabilities in Distributed SystemsYibo Yan, Huijuan Wang, Junzhou He, Yizhuo Liang, Shaoyu Wang, Huanchen Sun, Seo Jin Park
articleCode Health in LLM-Based Test Generation: Effectiveness and Token EfficiencyFreya Wirdemann, Markus Borg, Nadim Hagatulah, Adam Tornhill