Unverified50% confidenceDecision RuleExact time
When multiple Agents are running simultaneously, multiple people are collaborating on modifications, and real users depend on the system, a systematic delivery process becomes an essential requirement.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
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Related Claims
UnverifiedIn multi-agent collaboration, each subsequent agent must carry the full output of all preceding agents as context, causing the context window to continuously expand as the workflow progresses and token consumption at terminal nodes to increase accordingly.74% similarUnverifiedThere are two main paradigms for implementing Multi-Agent systems: centralized orchestration (a primary Agent schedules other Agents) and decentralized collaboration (Agents autonomously coordinate through message passing).74% similarUnverified多代理系统中每个代理都需要携带系统提示、历史对话和工具定义进入上下文窗口，Token消耗呈乘数级增长73% similarUnverifiedThe model of a single agent completing all tasks is evolving toward a multi-agent collaboration model.73% similar
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