Trust, but Verify: Uncertainty-Driven Evidential Multimodal Representation Learning
Yupeng Han, Kai Zhang, Xianquan Wang et al.
· 0 citations
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Jul 2026
Meta-Task: Turning Terminal Task Synthesis into a Terminal Task for Scalable Agent Training
Meta-Task is proposed, a framework that redefines terminal task synthesis as a Terminal-Bench-format task itself: an agent operates within a real container environment to iteratively generate, execute, and verify tasks, so that synthesized components are checked for internal consistency and executability within the generation loop itself.
Zhi-Hong Pan, Ji-Yuan He, Kai Zhang et al.
· arXiv.org · 1 citation