Unverified50% confidenceFactExact time
Harness² uses a Dual recursion mechanism, running optimization loops at both the task level and the framework level.
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50%
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Long-term
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10/20/2026
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Related Claims
UnverifiedHarness²'s dual recursion brings computational overhead problems: each task requires multiple rounds of probing and composing, and the framework level also needs to maintain an experience library, placing higher demands on inference cost.75% similarUnverifiedContinual Harness采用双循环架构：内循环为普通智能体交互步骤，外循环为Harness优化，由Refiner定期读取轨迹窗口识别失败模式并生成编辑操作72% similarUnverified全双工的委派机制是一种异步推理卸载架构，将计算密集型任务异步分发给后台模型，类似任务队列模式70% similarUnverifiedDual-task vector merging works best when combined with LoRA, indicating that the two parameter-efficient methods are complementary.66% similarUnverifiedThe workflow includes two optimization nodes that perform retopology on the model for the PC platform and the mobile platform respectively.65% similar
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