Unverified50% confidenceFactExact time
In a stateless function, the full context must be serialized and passed to the next round between each round of tool calls; the longer the call chain, the higher the overhead and the probability of errors.
1
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50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
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Related Claims
UnverifiedAfter introducing loops, cycles appear in the graph, topological sorting fails, and the execution engine requires additional mechanisms to manage the number of passes through nodes and the termination condition.73% similarUnverifiedEach additional round of tool calls by an agent means one more model inference, one more context assembly and one more potential accumulation of errors, with latency and token costs rising accordingly, so encapsulating multiple operations into a single atomic call can substantially reduce the number of round trips.70% similarUnverified上下文回贯机制缺失导致模型每轮接收到的上下文完全一致,从而机械重复相同决策形成无限循环69% similarUnverifiedAgents chain multiple steps together, with the output of each step becoming the input of the next, and errors are amplified along the chain; this is referred to in reliability engineering as cascading failure.69% similar
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