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Part II: The Instincts

Part I gave the reader a test, a vocabulary and a notation. This part explains the test. Each of its nine chapters takes one instinct: a way of seeing that is useful in most of life and misleading in this landscape, and that accounts for the wrong answers the test tends to produce. The chapters share one form, so that the reader always knows where they are. A scene opens the chapter: a documented public case, a published survey result or an episode at Nordvik Region or Hansa Mutual. The test question or questions the chapter explains follow, with the measured answer and, where a survey exists, how respondents answered. The instinct is named and described with charity, because every one of them serves us well somewhere. The evidence comes next, in a data chart with its source and retrieval year in the caption. Then the picture corrected: the notation view that shows the landscape as the evidence describes it. Then one rule of thumb, in one sentence, and what an executive, an architect and a public official can do with it.

The instincts are not a catalogue of errors committed by other people. They are how a mind trained on an earlier landscape reads a newer one, and the author has made every one of these misreadings himself. The data in these chapters come from public datasets that Appendix C describes, and every number carries its citation. Where the data are thin, the chapter says so rather than filling the gap.

Chapters in this part:

  • Chapter 5, The Box Instinct: AI Is Not One Thing, replaces the one box labelled "AI" with the six usage modes and the units inside them.
  • Chapter 6, The Binary Instinct: Neither Automated Nor Manual, replaces the line between automated and manual with five autonomy levels, and shows why the line between Level 2 Supervised and Level 3 Bounded is the one that matters.
  • Chapter 7, The Model Instinct: The Use Sets the Risk and the Value, shows that the same model in two uses is two units with different reversibility, reach and control, and that the use, not the model, sets the risk and the value.
  • Chapter 8, The Straight-Line Instinct: Curves That Bend, sets the straight lines people draw through adoption and capability beside the series that bend, saturate or step.
  • Chapter 9, The Fear Instinct: The Loud Harms and the Quiet Ones, sets the harms that make headlines beside the harms the incident and survey data show to be common, and draws where each sits on the landscape.
  • Chapter 10, The Size Instinct: Numbers Without Denominators, puts the denominators back, per enterprise, per person reached, per decision, per euro, and shows how reach is drawn.
  • Chapter 11, The Destiny Instinct: Nothing Here Is Fixed, and Nothing Is Inevitable, shows how landscapes changed between surveys and within a year, that reversibility decays and can be restored, and that no mark is destined for the empty corner.
  • Chapter 12, The Single-Perspective Instinct: Security, Compliance and Productivity Share One Landscape, shows that the security, compliance and productivity views of an organisation are the same marks read differently, and what each misses alone.
  • Chapter 13, The Blame Instinct: When Nobody Designed Who Decides, shows that incidents blamed on a person or a model trace to marks without a seat, and that the seat and the policy point are designed, not found.

What you will carry out of this part:

  • An explanation of every test question, chapter by chapter
  • Nine instincts you will recognise in the next board paper, article or debate you read
  • Nine rules of thumb, collected again in Chapter 19 and on one page in Appendix B

Part III turns from seeing the landscape to drawing your own.