Unverified50% confidenceDecision RuleExact time
If the agent fails to complete the task in both the benign and malicious versions, it indicates that its refusal was likely just confused by the injected text and not a genuine security judgment.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIf the agent refuses the malicious call but also fails to complete the task it should have completed, this is essentially a usability loss rather than a security success.78% similarUnverified干活的Agent绝不能给自己打分，评估器不应与执行任务的Agent共享同一上下文，否则会产生带偏见的评估结果74% similarUnverifiedWhen an Agent has low confidence in a decision it should proactively trigger human intervention, while directly passing through high-confidence routine operations.70% 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.68% similarUnverifiedWhen an AI Agent's approval request times out, it should trigger an operation rejection rather than execution; otherwise, a 'silence implies consent' security vulnerability is created, which is the opposite of the default behavior of traditional alerting systems.68% similar
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