已过期50% 置信观点时间未知
Multi-agent systems address the hallucination issue at the architectural level by introducing independent verification steps, rather than at the model level
1
来源数
50%
置信度
中期 (~90 天)
时效性
2026/7/2
首次发现
有效期至：2026/9/30(已过期)
来源
相关事实
待验证Agent 能力经历了从基于 ReAct 范式的单步推理到以 LangGraph、AutoGen、Claude Code 为代表的多智能体协作框架的转变66% 相似待验证Multi-Agent architectures require designing explicit message-passing interfaces and state synchronization mechanisms to ensure each Agent's output can be correctly consumed by downstream Agents65% 相似待验证In a multi-Agent architecture, each Agent can have independent System Prompts and toolsets, focusing on specific domains to improve output quality and task completion rates.64% 相似待验证多 Agent 架构更适合子任务拆解清晰、相对独立的工程场景，而非所有任务的默认架构63% 相似
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