Unverified50% confidenceEventExact time
The Agent evolved progressively during execution: starting from the third invocation it began creating directories, and thereafter used echo commands to output cognition, write scripts, and gradually build its own memory system.
1
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50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
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Related Claims
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.79% similarUnverifiedCompared to single-turn dialogue, Agent systems introduce three additional dimensions: memory, tool invocation, and planning.74% similarUnverifiedThe Agent's scripts component uses predefined script files to enable the Agent to execute code, read and write the file system, access databases, and call third-party APIs.70% similarUnverifiedAgent自进化在工程上有两条路径：技能固化（生成可执行代码）与检索增强记忆RAG（生成可检索知识），核心区别在于产出形态70% similarUnverifiedAn Agent consists of a Planning module, a toolset, and short-term and long-term memory, ultimately outputting Action instructions to complete invocations.69% similar
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