Unverified50% confidenceFactExact time
The cycle proposed by Perslis is: attempt → validate → fail → constrain → memorize → retry.
1
Sources
50%
Confidence
Long-term
Relevance
9/27/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSetting a token cap on the thinking process, or forcing an interruption when repetitive patterns are detected, is a practical means of preventing infinite reasoning loops.66% similarUnverifiedWhen the Perslis agent executes an action, it captures the complete chain: state, action, observation result, and validation.65% similarUnverified循环打破应在检测到重复轨迹后立即终止无效重试并强制切换决策策略，包括替换工具、优化查询指令、回退至上一步有效节点、重新规划执行链路63% similarUnverifiedA complete loop consists of five modules—trigger, goal, execution, memory, and validation—where validation is the sole feedback gate permitted to indicate incompletion.63% similar
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