Expired50% confidenceOpinionTime unknown
Traditional Agent systems function as passive executors rather than active learners
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Huawei Hermes Agent Manual Explained: Five-Layer Memory Architecture and Multi-Agent Collaboration in Practice
bilibili码农人帥气质佳
Related Claims
UnverifiedThe concept of agents originated from research in reinforcement learning and multi-agent systems.72% similarUnverifiedAgent mode means the model is no longer a passive responder but an active task agent that plans and executes tasks step by step.71% similarUnverifiedAt the current stage, the Agent capabilities of the Active input method still require active user triggering and have not yet achieved fully automatic understanding and execution.70% similarVerifiedAgent的核心公式为：Agent = 大模型 + 工具调用 + 自主决策能力70% similarUnverifiedBefore large language models, Agents primarily existed as rule engines, reinforcement learning policies, or expert systems with very limited capabilities.69% similar
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