title: "Mirage Administrator: Hallucination Governance for Production LLMs"
description: "Three concrete mechanisms for keeping generated text inside a verifiable envelope."
tags:
- llm
- aihallucination
- compliance
- aiga published: false
11shao
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幻境管理员：幻觉治理
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