CB Insights：2025年AI智能体圣经：智能体颠覆性变革终极指南报告（英文版）

2025: Agents with guardrails An AI agent is an LLM-based system designed to independently perform tasks on a user's behalf by reasoning, planning, leveraging memory, and interacting with external tools and other agents. Most agents today operate within constrained environments, utilizing structured workflows and “guardrails” to complete specific objectives while retaining some decision-making control