• 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.

A measured reminder that swapping a tuned search operator for a model call can lose ground, under a controlled budget rather than asserted.

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• articleCausalRepair: Bridging the Causality Gap in Large Language Model-Based Automated Program Repair via Dual-SlicingLinhao Wu, Yizhou Chen, Zhen Yang, Pengyu Xue, Dan Hao
• articleHow well LLM-based test generation techniques perform with newer LLM versions?Michael Konstantinou, Renzo Degiovanni, Mike Papadakis

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