Shobini Iyer
1 indexed paper
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126
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Software Eng.×1AI×1OS×1
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2026
TRIM: Reducing AI-Generated CodeSlop via Agent Trajectory Minimization
This paper introduces TRIM, an algorithm that minimizes redundant edits in AI-generated code, called CodeSlop, by minimizing agent trajectories, reducing CodeSlop by 17.9%-32.9% with negligible performance regression and efficiency.
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cs.SEcs.AIcs.OSEmpiricalRecentJul 20, 2026
TRIM: Reducing AI-Generated CodeSlop via Agent Trajectory Minimization
Alex Mathai, Shobini Iyer, Aleksandr Nogikh, Petros Maniatis +3 more
This paper introduces TRIM, an algorithm that minimizes redundant edits in AI-generated code, called CodeSlop, by minimizing agent trajectories, reducing CodeSlop by 17.9%-32.9% with negligible perfor…
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