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 this company,” and it…
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 model can actually execute.…
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 it is vague. Often…
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 public shaming. Screenshots circulate.…
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 next panel, the person…
In too many organizations, confidence is treated as competence. Leaders are expected to project conviction, not curiosity. Meetings reward decisiveness over doubt. The unspoken rule is clear: if you want to be taken seriously, sound…
Every few years, a new technology arrives that promises to change everything. Digital. Cloud. Blockchain. And now, generative AI. Each time, the pattern repeats. Headlines scream inevitability. Boards feel FOMO. Pilots proliferate. ROI disappoints. And…
By 2040, healthcare systems will either become governed learning architectures, or they will gradually lose financial stability, clinical relevance, and workforce cohesion to those that do. That is not a dramatic forecast. It is not…
Imagine a doctor scrolling through a patient’s vital signs or lab results, dismissing tiny fluctuations as “just noise.” What if those subtle blips and random-seeming variations actually hold clues to the patient’s future health? In…
When it comes to AI, you can ask all the right questions, hire all the right data scientists, train all the right machine-learning models, and still end up with challenges. No matter what you do,…