All courses / AI Blue / Module 6 / Chapter 28
Learning objectives
After the lesson the participant can:
- State the verdict on each of the five parts of the thesis and what remains unproved in each
- Distinguish the four kinds of evidence the book uses and explain what 'held' means in its verdicts
- Explain the author's projection for 2036 by function and which parts of it are speculative
- Apply the final test to a team and draft a one-page plan for the first ninety days
Key concepts
- Held, not proved
- When the chapter says a part of the thesis held, it means it survived the tests the book could apply: the literature, the instruments, the design and the worked cases. None of it is a measured outcome from a real SOC over years.
- The queue and the loop
- The test changed the second part of the thesis: 'from the queue to the loop' is better stated as 'from the queue alone to the queue and the loop', because the queue remains and a loop with no cap becomes a queue.
- A person conducting systems
- The third term of the projection: the person who conducts an AI team under a written mandate, engineers, verifies and learns, while a person alone decides and answers for what cannot be undone, is disclosed or is decided about people.
- Six commitments of the series
- Keep decisions as records that can be corrected, keep the stop outside the system stopped, keep people able to do the work and judge the output, keep dependence reversible, match autonomy to reversibility, and keep a named person in the chair for every consequence.
- The final test
- Two questions answered by records and drills, not opinions: can the team show from its own records who or what decided what, and can it stop what it has started and recover?
Interactive exercises
Do them here and get feedback at once. Choose a card and then where it belongs, or drag it.
Interactive exercise 1 · Sort
Who does it in 2036?
Sort each piece of work as the author's labelled projection for 2036 assigns it: to a person alone, to a system, or to a person conducting systems.
Interactive exercise 2 · Put in order
The first ninety days
Put the five phases of the chapter's one-page plan for the first ninety days in order.
Teaching plan
| 20 min | Teacher presents the verdict table part by part, with the strongest support and what remains unproved, and the two ways the test changed the thesis. |
| 15 min | Groups sort the twelve questions into answered, answered in part and open, and explain why the firmest answers are those a team can settle by its own decision. |
| 10 min | Reading of the projection table for 2036 and of the limits of the book; each participant names one limit that matters most for their organisation. |
| 35 min | Exercise: participants take the final test for their own team and draft the one-page ninety-day plan. |
| 10 min | Closing round: each participant states the one action from 'What to do on Monday' that fits their role and commits to a date. |
Discussion
- The fifth part of the thesis is described as argued but not proved, a requirement on design and not a result. What should an organisation do with a claim of that status?
- The book does not claim that people are better than machines at detecting intrusions, and sets a high bar on purpose for withdrawing the thesis. What exactly is the claim, then, and why is the bar set there?
- The sixth commitment applies twice in a blue team: to the incidents it handles and to the analysts themselves. Why is the second application the one a SOC is least likely to see?
Written exercise
Exercise · 35 minutes
The final test and a ninety-day plan
Take the final test for your team. For the first question, pick one closed case or one closure by AI and trace from your own records who or what decided each step; write the result as yes, partly or not yet shown, with a note. For the second, state when the stop was last timed and when the team last worked without the AI. Then draft the one-page plan of the practical guide: days 1 to 10 an inventory by mode and level, days 11 to 30 a one-page delegation profile and weekly sampling, days 31 to 60 a stop drill, a degraded-mode drill and seeded incidents with measures agreed with representatives, days 61 to 80 the final test again, days 81 to 90 a one-page report to the management body.
Deliverable: A final-test record with two answered questions and next steps, and a one-page ninety-day plan with owner, sponsor and definition of done.
Self-test
Choose an answer to see whether it is right, or open the answer below each question.
Which part of the thesis does the chapter judge the weakest, argued but not proved?
Show the answer
D. That the route by which analysts are made and their wellbeing are design questions
The fifth part rests on established research on automation, but whether the designs work and what AI does to the load are not shown. It is a requirement on design and not a result.Which of the twelve questions does the chapter leave open?
Show the answer
B. Whether AI reduces or intensifies fatigue
Question 9 is open: the effect depends on team design and is not yet well measured. The other three are the questions the book answers outright, because a team can settle them by its own decision.In the author's projection for 2036, what is a person alone expected to do in B4 Respond?
Show the answer
A. Contain anything wide, irreversible or person-related, disclose and command
The system executes reversible containment inside a playbook, the person conducting systems writes and tests playbooks and holds the stop, and a person alone contains what is wide, irreversible or person-related, discloses and commands.