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Machine Heart
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.

AIAlignmentSEAlign
0 likes · 12 min read
Closing the Real-World Gap for Code Models: SEAlign Improves Software Agent Decision Quality
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