Unverified50% confidenceSolutionExact time
The core recipe of Kormos's method is "keep determinism on the outside, keep adaptivity on the inside": the outer loop—process, gates, and policy boundaries—stays stable, while the inner loop of "generate—check—iterate" allows the agent to try repeatedly.
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50%
Confidence
Long-term
Relevance
10/30/2026
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Related Claims
UnverifiedKormos proposes a phased delegation path, "hill climbing": full supervision, sampled inspection, exception handling—unattended operation is not a switch but a gradual curve with metrics, thresholds, and the ability to roll back.73% similarUnverified在自托管场景下分步执行提示链可控制每步token消耗，并能在中间环节加入验证逻辑，提升产出可靠性66% similarUnverifiedSetting a maximum number of steps is an effective way to prevent agents from looping indefinitely and serves as a necessary safety valve.64% similarUnverifiedKoi.rest takes a "complement" product approach, not attempting to boost productivity but instead giving users a reason to pause.64% similarVerifiedThe agent loop follows a 'reasoning-action-observation' paradigm, iterating repeatedly until the goal is achieved or a stopping condition is reached.64% similar
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