Verified65% confidenceFactExact time
AI Agents add a perception-reasoning-action loop on top of LLMs, and are capable of calling external tools such as calendar APIs, email clients, and document editors to complete operations.
3
Sources
65%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
Related Claims
VerifiedThe execution path of an AI Agent is dynamically determined by the LLM at runtime, and the same input may trigger entirely different tool-call sequences at different moments.77% similarUnverifiedAgentAudit can capture key behaviors during agent execution, including LLM call records, decision process tracking, tool call logs, input/output archiving, and execution action traces.77% similarUnverified科研自动化 Agent 通常基于 LLM 的工具调用与任务规划能力，结合代码执行沙箱、文件系统访问、学术检索及 GitHub/Hugging Face API 等外部工具，形成感知-规划-执行-反馈的闭环76% similar
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