待验证50% 置信事实时间未知
Adversarial multi-agent architecture borrows from the adversarial concept of GANs, having multiple agents propose different solutions and selecting the optimal one through a judging mechanism
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
来源
相关事实
待验证Single-agent paradigm has relatively rigid structure with limited optimization potential compared to multi-agent systems70% 相似待验证Agent具备自主规划、自主执行、环境交互三大核心能力，是区分Agent与普通LLM应用的根本特征70% 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 Agents69% 相似待验证Agent采用感知层、思考层、行动层三层架构协同运作68% 相似已验证Agent的核心公式为：Agent = 大模型 + 工具调用 + 自主决策能力68% 相似
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