A recursive verified synthesis pipeline generates 37,484 harder terminal tasks from 639 seeds, and training on the collected trajectories improves terminal-agent benchmark scores.
From language to action: a review of large language models as autonomous agents and tool users.Artificial Intelligence Review, 59(2):71, 2026
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Recursive Synthesis for Long-Horizon Terminal Tasks
A recursive verified synthesis pipeline generates 37,484 harder terminal tasks from 639 seeds, and training on the collected trajectories improves terminal-agent benchmark scores.