Unverified50% confidenceFactExact time
Throughout Harness2's improvement process the model weights remain unchanged; the improvement happens entirely at the configuration layer.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe total cost of Harness2 may grow approximately linearly or even higher with recursion depth, because harness variants must be repeatedly evaluated and complete tasks run.68% 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64% similarUnverifiedIn large monorepo projects, when the version of the harness package changes, all sub-packages that depend on it will also undergo synchronized patch upgrades to ensure version consistency in the dependency tree.62% similarUnverifiedThe difference between Harness 1 and Harness 2 can yield an 18% performance improvement.61% similar
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