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arXiv cs.CL·

ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories

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In three linesISE is a three-stage synthesis paradigm for generating multi-turn OS-agent trajectories with live execution. 43,956 structured intents, 23,132 trajectories (avg 8.12 user turns), execution in isolated OS workspace. Fine-tuning Qwen3-8B on ISETrace: ClawEval 19.3→37.7 pass@1, outperforms zero-shot GPT-4o and Qwen3-32B.
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