Unverified50% confidenceOpinionExact time
Agent的智能几乎完全来自底层大语言模型，框架代码只是做胶水工作
1
Sources
50%
Confidence
Long-term
Relevance
7/13/2026
First Seen
Sources
百行Lisp实现AI Agent：极简代码揭示智能体本质
hackernewshackernews7/7/2026
Related Claims
UnverifiedThe large language model capabilities behind Agent frameworks determine the quality of programming task completion more than the frameworks themselves.80% similarUnverifiedAgent的'代码'本质上是自然语言提示词和参数配置，其非结构化内容的版本管理比传统代码更复杂，细微措辞调整可能引发模型输出的非线性偏移78% similarUnverifiedThe Agent mode of Claude Code is implemented at the underlying level based on a Tool Use mechanism, allowing the model to actively invoke external capabilities during a conversation.76% similarUnverifiedAgent能力的底层依赖于大语言模型的推理能力（Chain-of-Thought）以及ReAct（Reasoning + Acting）框架75% similarUnverifiedThe Agent layer is essentially an automated task execution unit based on a large language model, equipped with tool-calling (Function Calling) capabilities.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/501830API
curl https://kongchang.com/api/v1/knowledge/claims/501830MCP
get_claim(id=501830)