Unverified50% confidenceOpinionExact time
Production implementations should treat model responses as untrusted input until they pass the application's acceptance process.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
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Related Claims
UnverifiedThe inputs to tool functions come from model generation and must be treated as untrusted input.73% similarUnverifiedThe inference accuracy of this method depends on how closely the simulator approximates the true process; if the real reaction involves mechanisms not included in the simulation, the posterior estimates may be biased.71% similarUnverifiedEngineering practices based on the assumption that a model has been compromised include: independently validating model outputs, applying the principle of least privilege to restrict the data and tools accessible to the model, continuously monitoring and auditing inputs and outputs, and isolating scenarios that involve ingesting external content.70% similarUnverified单模型输出常存在幻觉、逻辑跳跃或格式不规范问题，引入独立审查步骤可作为自动化质量保障69% similarUnverifiedOutput guardrails are check logic executed after the model generates content and before it is returned to the user, used to handle the risk that the model may say anything, with common implementations being regex matching or lightweight classifiers.69% similar
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