Tencent Technical Engineering
May 23, 2025 · Artificial Intelligence
The Evolution, Challenges, and Future Directions of AI Agents
An in‑depth overview traces the development of AI agents from early LLM milestones to modern “class‑Agent” models, examines core components such as memory, tool use, planning and reflection, analyzes current limitations, and outlines emerging solutions like workflows, multi‑agent systems, and model‑as‑product paradigms.
AI AgentAgentic WorkflowFunction Call
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