الباحثون

Xuecheng Liu

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نسخة أولية وصول مفتوح

Harness Learning Enables Generalizable Test-Time Adaptation

Alvin Zhang, Xuecheng Liu, Zixuan Wang وآخرون · 2026

A language-model agent is jointly defined by its model and its harness, the executable program that organizes model calls, tool use, and information flow. Because different tasks call for different ways of organizing these operations, the harness needs to be adapted using feedback from the task at hand. We introduce ha …

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