Unverified50% confidenceOpinionExact time
The real risk in multi-agent scenarios is state leakage — if one agent's one-time constraint is not correctly reset, or propagates to another agent through shared configuration, it can give rise to cross-agent circular calls.
1
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50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
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Related Claims
UnverifiedIn multi-agent scenarios, the behaviors of individual agents influence one another, creating a non-stationary environment that makes it difficult for a single agent to stably extract meaningful signals from feedback.80% similarVerifiedCommon failure modes in multi-agent architectures include infinite loop calls between agents, amplification of erroneous information along the transmission chain (hallucination cascade effect), and deadlock issues when some agents time out.78% similarVerifiedIn multi-agent systems, a compromised agent can deliver malicious messages to other agents via the message board, creating a "lateral propagation" effect.77% similarVerifiedMulti-agent systems introduce new complexity: each context transfer between agents consumes additional tokens, and errors are amplified in a cascading fashion across the agent chain.76% similarUnverifiedDedicated agents are more stable and controllable on specific tasks but have poor scalability, while general-purpose architectures can support multiple vastly different capabilities through the same mechanism but face the risk of task drift.74% similar
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