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RAG, long context, and search are not interchangeable product labels. They are different ways to locate and present information to a person or model. The right […]

An AI agent becomes operationally risky when it can turn uncertain interpretation into an external action. The central safety question is therefore not “how intelligent is […]

An AI knowledge system becomes less trustworthy when it remembers the sentence but loses where the sentence came from, when it was true, who may see […]

An AI demo answers a narrow question: can this tool produce a convincing result once? A workflow must answer a harder question: can people use it […]