Unverified50% confidenceTradeoffExact time
The parallel sub-agent structure improves execution speed, but also means the actual actions triggered by a single goal invocation can far exceed what the user expects.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
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Related Claims
UnverifiedThe phenomenon where minor deviations at each step of a multi-step task executed by an agent may amplify along the chain and lead to results far from the initial intent is called goal drift.77% similarUnverifiedOne of the core characteristics of agents is the ability to autonomously advance tasks until completion, whereas ordinary large models operate in a turn-based manner.76% similarUnverified多智能体架构中每增加一个Agent就多一轮LLM调用，导致响应延迟线性甚至更快地累加76% similarUnverifiedIn multi-agent systems, when the number of agents is large and they operate in a semi-autonomous state, the emergent behavior of the system may exceed the designer's expectations.75% similarUnverifiedBecause agents can proactively combine multi-step operations, the damage caused by a successful prompt injection is far greater than that of a static program vulnerability.75% similar
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