Unverified50% confidenceFactExact time

A plug-and-play recursive harness system achieves continuous benchmark gains without changing model weights by repeatedly refining the execution pipeline.

1

Sources

50%

Confidence

Long-term

Relevance

10/19/2026

First Seen

Sources

AI/ML Research Digest: Video Diffusion Acceleration and New Breakthroughs in Agent Self-Evolution

Related Entities

递归harness系统concept Recursive Self-Improvementconcept

Related Claims

UnverifiedContinual Harness无需重置环境即可持续优化，优化质量随时间累积，且能处理后期才出现的失败模式69% similar UnverifiedCommon implementations of backpressure include bounded queues, token bucket/leaky bucket rate-limiting algorithms, and semaphore-based concurrency control.69% similar

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