Unverified50% confidenceCautionExact time
When multiple agents share the same vector store, there is no natural isolation mechanism, and any agent may retrieve private information belonging to other agents.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn multi-agent systems, the phenomenon in which multiple agents with local knowledge produce collective intelligence that exceeds the sum of individual capabilities through interaction is called emergence.76% similarUnverifiedIn multi-agent architectures, sub-agents derived from an orchestrator may inherit or even expand permissions that were not explicitly granted, which is an agent variant of the confused deputy problem71% similarUnverifiedDeviations at any link in a multi-agent system can be amplified downstream, and a hallucinated output from one agent may be treated as trusted fact by subsequent agents for further processing70% similarVerifiedMulti-agent systems exhibit non-stationarity, as the optimal policy for each agent depends on the behavior of the other agents.69% similarUnverifiedIn independent learning, each agent treats other agents as part of the environment, causing the environment to exhibit non-stationarity.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/896172API
curl https://kongchang.com/api/v1/knowledge/claims/896172MCP
get_claim(id=896172)