Expired60% confidenceFactTime unknown
A large language model is essentially a stateless function: it has no memory of its own, does not think proactively, and does not invoke tools on its own initiative.
2
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Related Claims
UnverifiedTraditional large models have a fundamental statelessness limitation: each inference is an independent forward-propagation process and cannot actively trigger any external operations.70% similarUnverified通用大模型停留在思考层,擅长写文案、对话问答和提供建议,但无法真正执行动作69% similarUnverified传统大模型缺乏三种关键能力:自主行动能力、长期记忆能力和规划能力66% similarUnverified没有任何一个模型能在成本、速度、能力三个维度上同时做到最优,这是分层模型架构的现实驱动因素65% similarUnverified模型权重本身在推理时是冻结的,无法将新信息永久写入64% similar
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