Unverified50% confidenceFactExact time
Native large models do not have state retention capabilities and lack persistent memory across sessions.
1
Sources
50%
Confidence
Long-term
Relevance
9/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLarge models themselves do not have memory storage capability; the ability of conversational products to remember context is due to an external system maintaining the context.78% similarVerifiedNative large models have deficiencies such as having no memory, having a knowledge cutoff date, being unable to access the internet, and being unable to operate tools or computers.78% similarUnverifiedCurrent large language model agents generally lack persistent memory when executing complex tasks, making it difficult to remember previous decisions and their outcomes.77% 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74% similarUnverifiedNative large language models have three major shortcomings: a lack of continuous reasoning capability, limitations in knowledge timeliness, and the inability to connect with enterprise systems.73% similar
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