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RAG Is a Fancy, Lying Search Engine
RAG is popular but unfit for many enterprise use cases and I explain both of those things.
But for a regulatory filing, a strategic or tactical military or political matter, or a linchpin view in drug discovery or clinical trials, reducing hallucinations from 50% to even just 5% is laudable but also an absolute non-starter. Suffice to say, in regulated industries, a lot of crucial facts live exclusively in database records and other structured and semi-structured data sources. RAG can’t deal with golden records, and that’s a problem in risk and compliance in financial services, or wealth advisory, or drug discovery in pharma, or supply chain 360 in automotive or AgTech.
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