Unverified50% confidenceSolutionExact time
Common problems in real-world practice include Agents falling into infinite loops, tool call failures, and hallucinated outputs.
1
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50%
Confidence
Long-term
Relevance
9/22/2026
First Seen
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Related Claims
Unverified常见的Agent失败模式包括无限循环、目标漂移、过度自信以及工具误用76% similarUnverifiedThe agent state desynchronization problem manifests as: the agent believes execution succeeded while the external environment reports an error, and the context is not updated in time, causing an infinite loop.75% similarUnverifiedIn real-world Agent development, evaluating agent performance, debugging erroneous behavior, and setting safety boundaries are often more challenging than building basic functionality.74% similarUnverifiedThe accuracy and fault tolerance of agent products in edge cases (such as ambiguous requirement descriptions and failures propagating across multiple tool calls) is a common technical challenge for all current agent products.71% similarUnverifiedA typical failure mode in Agent systems is falling into a loop, where the agent repeatedly executes similar actions without converging, wasting computing resources and driving up costs.70% similar
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