Before we go deep on any one of its dimensions, it makes the case for why depth is needed at all. Volume I is that case: it names the failure mode, looks closely at three of those dimensions — decisions, reasoning, and knowledge — and closes by naming what connects them.

This page is a hand-curated compilation of the articles that belong to Volume I, with a short note on how each one fits the arc. Publishing an article doesn’t automatically add it here — that’s a deliberate editorial step, separate from tagging.

Articles in this volume

  1. The Next Industrial Catastrophe Will Involve an Overconfident AI Names the failure: a confident wrong answer costs more than a refusal, and almost no AI system built today knows the difference.

  2. The Ungoverned Middle One seam of the problem, up close: the decision layer between prediction and execution, the Governed Decision Layer, and the “who signs?” test.

  3. Correlation Runs the Dashboard. Causation Runs the Plant. A different seam of the same problem: why grounded reasoning, not just accurate prediction, is what a plant actually needs.

  4. Engineering Trustworthy Industrial Decisions in the Age of AI The reveal: three dimensions — knowledge, reasoning, decisions — are what make a decision itself trustworthy. What it takes to operationalize and scale one is a separate arc, for later.