想治LLM乱编和Agent跑偏?看看本体论这个老办法怎么新用。两个实际案例,讲得明白。
本体论作为经典知识表示工具,正被AI工程师用于约束LLM和Agent行为。Frank Coyle和Emile Ifrem在aiDotEngineer World's Fair上展示了如何用本体论保持模型输出诚实、确保Agent遵循确定性路径。这种方法利用旧网络技术为概率模型设置规则边界,减少幻觉和偏离。
AI engineers are rediscovering ontologies as a way to keep probabilistic agents inside deterministic...
AI engineers are rediscovering ontologies as a way to keep probabilistic agents inside deterministic boundaries. We delve into presentations from @coyle_frankp and @emileifrem from the @aiDotEngineer World's Fair, to see how technologies from the old web are being used to keep LLMs honest and agents on track. latent.space/p/ontologies-a… 💬 0 🔄 1 ❤️ 2 👀 271 📊 1 ⚡