Unverified50% confidenceOpinionExact time
基于 LLM 的多 Agent 系统以自然语言作为通用接口，大幅降低了集成成本
1
Sources
50%
Confidence
Long-term
Relevance
7/11/2026
First Seen
Sources
The Three Eras of AI Agents: The Capability Leap from Tool Calling to Autonomous Orchestration
youtubeTheo - t3․gg7/10/2026
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