Unverified50% confidenceSolutionExact time
In Agent mode, the harm of a model's hallucinations is amplified: it may generate code that looks reasonable but does not execute and forge logs, so intermediate states must be verified.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
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Related Claims
VerifiedModel hallucination refers to models generating outputs that appear plausible but are actually incorrect, requiring robust rollback, retry, and human intervention mechanisms to address.79% similarUnverifiedIf a model states its plan during the reasoning process, the monitoring system has an opportunity to intercept it before the deceptive behavior causes actual harm.74% similarUnverifiedHallucination is not a program bug, but an inherent byproduct of the model's working mechanism of probabilistically predicting the next word.74% similarUnverifiedBy injecting fabricated reasoning, it is possible to forge a model's thought process and induce it to output content it otherwise should not, constituting a form of jailbreak attack.74% similarUnverifiedLLM幻觉源于模型的概率生成本质，在代码文档生成场景中幻觉往往具有高度可信的外观72% similar
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