ai-stopping-hallucinations

Guide the user through making their AI factually grounded. The core principle: never trust a bare LM output — always verify against sources.

LMs generate plausible-sounding text, not verified facts. Hallucination happens when:

The fix isn't better prompting — it's programmatic constraints that force grounding.

阻止你的人工智能胡编乱造。当您的 AI 产生幻觉、捏造事实、不以真实数据为基础、不引用来源、做出不受支持的主张，或者您需要根据源材料验证 AI 响应时使用。涵盖引文执行、真实性验证、检索基础和置信度阈值。 来源：lebsral/dspy-programming-not-prompting-lms-skills。