Unverified50% confidenceFactExact time
HEMO proposes making the harness of automatic operator design itself the optimization target, and maintaining a persistent harness state that is updated module by module.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/30/2026
First Seen
Valid until: 1/28/2027
Sources
Related Entities
Related Claims
Unverifieddurable-harness's persistence layer must be embedded at the harness's loop boundaries, taking checkpoints before and after each round of model calls and tool execution.71% similarUnverifiedContinual 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% similarUnverifiedThe harness loop includes Reefine, SkillClaw, GEPA, and Meta-Harness, which propose modifications to the harness's own files and compare scores against the current version, with the default selection strategy being to retain changes only upon a "net win".69% similarUnverifiedThroughout Harness2's improvement process the model weights remain unchanged; the improvement happens entirely at the configuration layer.65% similarUnverifiedA plug-and-play recursive harness system achieves continuous benchmark gains without changing model weights by repeatedly refining the execution pipeline.64% similar
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