Why Plausible Answers Are Not Enough for Business Decisions
Fluent, confident AI answers are not the same thing as supported conclusions. For business decisions, that gap is where the real cost of being wrong hides.
Read note →Research, working principles and field observations.
Notes on evidence-first AI, international trade intelligence, venture building and the practical limits of agentic systems.
What Evidence-First AI Actually Requires
Evidence-first is easy to claim and hard to earn. What the infrastructure genuinely requires, component by component — and what is still being designed.
Read note →From Company Lists to Commercial Hypotheses
A spreadsheet of companies that operate in an industry is not buyer intelligence. What it actually takes to turn trade signals into a commercial hypothesis.
Read note →No notes in this category yet.