Machine Heart
May 7, 2026 · Artificial Intelligence
Closing the Real-World Gap for Code Models: SEAlign Improves Software Agent Decision Quality
The paper identifies why high‑performing code models falter in real software engineering tasks, introduces the SEAlign alignment framework that targets key decision points in agent trajectories, and demonstrates substantial gains on SWE‑Bench, HumanEvalFix, and user‑centric evaluations.
AISEAlignSWE-bench
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