Unverified50% confidenceFactExact time
The core idea of Harness RSI is not to modify model parameters, but to let the software harness continuously revise itself in a feedback-driven loop, with adopted revisions persisting across runs.
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50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
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Related Claims
UnverifiedSystems capable of modifying themselves can easily drift from their objectives or even crash during iteration, so RSI frameworks require built-in rigorous evaluation and rollback mechanisms74% similarVerifiedRSI (Recursive Self-Improvement) refers to a system's ability to continuously optimize its own capabilities, forming a positive feedback loop.66% 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65% similarUnverifiedIn the Harness architecture, adding or removing Skills does not affect the agent's startup and shutdown, allowing capabilities to be dynamically extended at runtime without restarting the system65% similarUnverifiedRamp built a persistent execution mechanism based on Temporal, representing each tool call and model call as an activity that forms a durable thread, which can resume execution from the point of interruption if a worker unexpectedly exits63% similar
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