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SIYOM Consulting Thought Leadership
Shaping the healthcare and lifesciences AI conversation with evidence, integrity, and clarity, translating complex ideas into actionable insights through impactful writing, speaking and research to drive ethical and visionary innovation.
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A Hub is a Verb
What research ecosystems have to learn after everyone agrees to collaborate On August 21, 2026 I had the privilege of participating in the launch of the Amity Global Research Hub at…
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The Red Team Analyst Prompt: How to Pressure-Test AI-Generated Work Before You Rely on It
A document can pass basic validation and still fail under challenge. That is the uncomfortable point the Red Team Analyst prompt is designed to address. A Fresh-Eyes audit can tell you…
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The Fresh-Eyes Validator Prompt: Why AI-Generated Work Needs a Separate Audit Layer
The easiest way to misuse AI is to let the same workflow generate the work and then treat its own self-review as validation. That sounds obvious when stated plainly. Humans do…
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The Dossier Prompt: How to Use AI for Relationship Intelligence Without Making Things Up
Most AI-generated dossiers fail in one of two ways. The first failure is harmless but not very useful: the model produces a dressed-up LinkedIn summary. Current role. Prior roles. Education. Maybe…
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From Company Research to Decision Support: How to Use AI Without Getting a Generic Business Summary
Most AI-generated company research is dangerous, dangerous in a very specific way: it can be plausible, polished, and generic enough to be mistaken for decision support. Ask an LLM to “research…
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The SIYOM Prompt Style and Usage Guide: Building a Metaprompt
Foundations In the prior essay, I argued that metaprompting creates leverage on prompt construction. A good metaprompt helps turn rough, messy, human intent into a structured assignment that a large language…
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AI Gets Useful Only After You Learn How to Ask for Help: From Prompting to Metaprompting
Most people do not begin with prompt engineering. They begin by treating ChatGPT, Claude, Gemini, or another large language model like a better search box. They ask a one-off question. Often…
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I Constantly Use AI. Proudly.
AI did not replace my voice. It helped me express more of it. Every time someone accidentally posts an AI prompt artifact on LinkedIn, the internet performs a small ritual of…
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Compared to What? The Missing Question in Healthcare AI Safety
Every few weeks, a new version of the same anti-AI meme makes the rounds. A person asks an AI whether a mushroom is edible. The AI confidently says yes. In the…