Unverified50% confidenceOpinionExact time
One of the core bottlenecks of multi-agent systems is not model capability, but information routing and memory management—that is, who should see what, how much, and in what order.
1
Sources
50%
Confidence
Long-term
Relevance
8/30/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAssigning each agent a dedicated capability boundary and prompt often outperforms having a single model handle everything, a principle that is connected to the effectiveness of chain-of-thought prompting.72% similarUnverifiedMulti-agent systems exhibit non-stationarity, as the optimal policy for each agent depends on the behavior of the other agents.71% similarUnverifiedMulti-agent systems suffer from coordination failure — when the local optima of sub-agents cannot combine to form a global optimum, the system's overall performance may be worse than that of a single large model.70% similarUnverified智能路由的核心技术挑战在于任务复杂度分类的准确性和延迟控制,若分类器本身需调用大模型会陷入为省钱而花钱的悖论69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/824014API
curl https://kongchang.com/api/v1/knowledge/claims/824014MCP
get_claim(id=824014)