Insights

Posts about Agentic Research

How Quoin's agentic research and verification engine works, and why architecture matters for diligence.

Your AI Research Assistant Was Built to Bluff

General-purpose chatbots were built to produce plausible text, not true text, and for an RIA operating under a fiduciary duty of care, that distinction is the whole ballgame. A look at why hallucination is now a proven architectural limit, what the SEC is signaling, and the verification-first architecture that meets the standard.

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