Unverified50% confidenceFactExact time
LLM 本质上是自回归文本生成模型，并非专为长程任务规划设计
1
Sources
50%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
Related Claims
UnverifiedLLM本质上是无状态的文本预测系统，没有感知当前运行环境的原生能力80% similarUnverifiedLLM推理框架正在从单纯的文本生成引擎演进为智能体运行时79% similarUnverifiedLLM本质上是无状态的推理引擎，每次调用模型时所有记忆都必须以文本形式塞入上下文窗口78% similarVerifiedLarge language models (LLMs) are essentially probabilistic text generation systems that generate content by predicting the next most likely word, rather than truly 'understanding' career prospects or the job market.77% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/577479API
curl https://kongchang.com/api/v1/knowledge/claims/577479MCP
get_claim(id=577479)