Post-training Qwen3.5-122B-A10B on 363 office workflow tasks improved SWE-Bench Pro pass@1 by 5.8 points, with trajectory analysis attributing the gain to four general goal-directed behaviors.
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Post-Training on Office Work Improves Software Engineering: A Behavioral Account of Cross-Domain Transfer
Post-training Qwen3.5-122B-A10B on 363 office workflow tasks improved SWE-Bench Pro pass@1 by 5.8 points, with trajectory analysis attributing the gain to four general goal-directed behaviors.