Unverified60% confidenceEventExact time
In the experiment, the agent assigned itself the task of writing an eight-chapter book titled 'The Cognitive Architecture of Autonomous Agents,' and evolved a state-machine-like staged behavior of 'building memory → designing long tasks → executing tasks → compressing and solidifying.'
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9/5/2026
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UnverifiedIn the experiment, the agent autonomously constructed a memory system by creating directories with make memory, outputting cognition with echo, and writing scripts for iterative optimization, demonstrating emergent behavior at the tool-use level.77% similarVerifiedIn workflow-type agents, the execution path is pre-designed by humans, whereas an Agent Loop lets the model autonomously plan what to do next.75% similarUnverifiedThe engineering lesson the authors drew from the experiment is that agent automation should record "automatically triggered actions" and "actively decided actions" separately, otherwise logs will misread defensive automation as aggressive intent.74% similarUnverified该Skill采用脚本+Agent的混合架构，脚本处理确定性场景，Agent处理异常自我纠错74% similarUnverified书中将Agent拆解为Profile、Actions、Memory、Reasoning、Planning等核心模块74% similar
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