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IBM Research, New York University
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Evolved harnesses encode a shared abstract playbook that adapts to language-specific challenges, revealing a nuanced interplay between model limitations and engineering demands.
Attention misallocation in LLMs is a critical factor behind their inconsistent performance in Automated Program Repair, with successful outcomes linked to broader attention across bug report components.