Unverified50% confidenceFactExact time
单个孤立的Agent作为执行器会逐渐偏移目标、走捷径甚至中途停摆，无法独自支撑长时任务
1
Sources
50%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
Related Claims
Unverified单个Agent在处理复杂任务时存在上下文窗口有限、单一角色难以兼顾所有专业能力等瓶颈79% similarUnverified只有当任务路径需要根据中间结果动态变化时，Agent的自主决策能力才真正有价值74% similarUnverified干活的Agent绝不能给自己打分，评估器不应与执行任务的Agent共享同一上下文，否则会产生带偏见的评估结果73% similarUnverifiedWhen a single agent faces tasks requiring multi-step, multi-perspective, and multi-domain knowledge collaboration, it commonly encounters problems such as context window overflow, role confusion, and degraded output quality.72% similar
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