Unverified50% confidenceFactExact time
Current mainstream implementations of long-horizon agents include thought-action loops based on the ReAct framework and augmented architectures combined with external memory storage.
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50%
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Long-term
Relevance
9/12/2026
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Related Claims
UnverifiedLong-running stateful agent architectures should fully decouple state from compute, stripping conversation, memory, and filesystem state from running instances for independent persistence.74% similarUnverifiedThe intelligent agent system adopts a closed-loop architecture of perception–planning–execution, decomposing complex tasks into sub-task sequences through reasoning frameworks such as ReAct and Chain-of-Thought.74% similarUnverifiedThe autonomous memory management system consists of three core backend components: the ledger (an append-only immutable raw log), the view (a parseable data layer), and the policy node (the control brain of the memory pipeline).74% similarVerifiedReAct effectively reduces the occurrence of hallucinations and enhances the interpretability of task execution by deeply integrating reasoning traces with environmental interaction.73% similar
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