Unverified50% confidenceFactExact time
Agents cannot always correctly determine "when to stop," and once an erroneous action is triggered it can produce real business impact
1
Sources
50%
Confidence
Long-term
Relevance
10/6/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedErroneous decisions by agents capable of autonomously executing actions can directly affect the real world—such as deleting files, sending emails, or conducting transactions—with consequences that are difficult to reverse.77% similarUnverifiedWhen a proactively executing agent makes an error (such as automatically publishing incorrect content), the consequences are more severe than those of a passive tool, placing extremely high demands on alerting and manual confirmation mechanisms.75% similarUnverifiedIn enterprise workflow scenarios, obtaining the correct final answer is not enough; if the agent skips required steps (such as executing an action without approval), the process itself is considered a failure.75% similarUnverifiedThe same agent behavior (such as modifying an evaluation script) could be either cheating or legitimate bug-fixing, and the two are difficult to distinguish.74% similarUnverifiedThe behavioral predictability of self-modifying agents will decrease significantly; a single erroneous self-modification may cause the agent to deviate from its intended goals or enter an unrecoverable failure state.73% similar
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