Unverified50% confidenceFactExact time
The Chain pattern has no native state management, and complex context and intermediate variables must be stored and passed manually.
1
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50%
Confidence
Long-term
Relevance
10/2/2026
First Seen
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UnverifiedChain-of-Thought 的推理链完全在模型内部展开，无法感知外部状态变化72% similarUnverifiedCompared to traditional chain-based calls, graph structures can more naturally express complex branching, looping, and state management logic.64% similarUnverified大语言模型的链式推理（Chain-of-Thought）输出不一定反映其内部计算的真实路径62% similarUnverifiedA Markov chain describes a stochastic process with the memoryless property, where the next state of the system depends only on the current state and not on the historical path.62% similarUnverified传统大模型天然是无状态的，每次推理都是独立的前向传播过程，没有持久化的外部记忆，也没有与环境交互的接口61% similar
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