All courses / AI Leader / Module 7 / Chapter 33
Learning objectives
After the lesson the participant can:
- State for each of the five parts of the thesis what is established, what is expected and what is speculation.
- Identify the thinnest point of each part and explain why the thesis is stronger on records than on outcomes.
- Describe the two kinds of evidence that would show the thesis wrong.
- Draft a thesis scorecard and a plan for the five Monday actions in your own organisation.
Key concepts
- Established
- The chapter uses the word only for what is both observable and in force: a duty written in an instrument, a documented failure, a measured effect with its limits. No part of the thesis as a whole is established in that sense; the evidence supports mechanisms and premises more than outcomes.
- The verdict on the thesis
- The thesis holds as a set of design rules and a description of mechanisms. Its force is greatest where it asks for records that can be checked and weakest where it speaks of outcomes. Claims with evidence has the most direct support; the span and layer the least outcome evidence.
- What would show the thesis wrong
- Independent, multi-year evidence that organisations which remove accountable human layers do better with fewer harms and more legitimacy, or evidence that leaders relying on machine summaries decide better than those who keep independent sources. Nothing seen so far meets that bar, which is a weak form of support.
- Five things to do on Monday
- One action per function: predict the next briefing and check one figure at source; write one row of a delegation profile; ask for the evaluation of the last restructuring; run one seeded exercise and write the competence record; run the three tests on ten cases and write the accountability map.
- Thesis scorecard
- A record in version control that says, for each part of the thesis and each Monday action, what is claimed, on what evidence, how old the evidence is and when it is next read. A part with no evidence is entered as absent, and an expired claim is marked, not removed.
Interactive exercises
Do them here and get feedback at once. Choose a card and then where it belongs, or drag it.
Interactive exercise 1 · Match
The thinnest point of each part of the thesis
Match each part of the thesis to the thinnest point the chapter's scorecard records for it.
Interactive exercise 2 · Sort
Established, expected or speculation
Sort each entry by the column in which the chapter's scorecard places it.
Teaching plan
| 20 min | Lecture on how the judgement is made and on the thesis part by part, using the scorecard table: established, expected, speculation and thinnest point for each part. |
| 10 min | The teacher presents where the book's evidence is thin and what would show the thesis wrong; participants say which gap matters most for their own decisions. |
| 10 min | The class reads the author's projection Q1, that evidence on reliance and briefing will arrive first and evidence on spans and layers last, and discusses what records would be needed to produce the second. |
| 25 min | Exercise: draft a thesis scorecard and schedule the five Monday actions. |
| 10 min | Quiz and closing round: each participant names the Monday action they will start first and the forum that will see the result. |
Discussion
- The chapter says most of what the book found is observable about other people and other tasks, and its bearing on leadership is the book's own inference. How should that affect the confidence with which you apply its design rules?
- The scorecard for Hansa records zero refutation tests seen, and the chapter says a board should ask whether anyone has looked. Who in your organisation would look for evidence against your own approach?
- An organisation that keeps a span-and-layer record from now on will hold evidence that does not yet exist elsewhere. What would it take for your organisation to keep one for several years?
Written exercise
Exercise · 25 minutes
Thesis scorecard and five Monday actions
Draft a thesis scorecard for your own organisation in the form of LDR-HM-2030-0040. For each of the five parts of the thesis, enter the label you would give it locally, the record or evidence you hold with its date, the age in months and the thinnest point; where you hold nothing, enter the evidence as absent. Then schedule the five Monday actions, one per leadership function: for each write what you will do, with which existing record, who checks the result and the date it is finished. Add the holder of the scorecard, its reviewers, the next review date and one sentence on what evidence would change your mind about the part you rely on most.
Deliverable: A thesis scorecard with five parts, evidence ages and thinnest points, and a dated schedule for the five Monday actions with a named checker for each.
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 say has the most direct support, and why?
Show the answer
A. Claims with evidence, because it is partly a method an organisation can check in its own records
Perceived and measured effects diverge in the developer trial, and the two organisations' own dashboards show the gap. By contrast there is no measure of leaders' work with AI and no outcome evidence on the layer.What is the Monday action for L3 Organise?
Show the answer
C. Ask for the evaluation of the last restructuring in your area, or write what it would measure before the next change
The L3 action asks for the evaluation of the last restructuring and that any new cut come with a span-and-layer record. The other options are the actions for L1 Orient, L5 Answer and L2 Decide.How does the chapter describe the fact that nothing seen so far shows the thesis wrong?
Show the answer
D. As a weak form of support, since nothing seen so far meets the bar
The thesis names the evidence that would refute it, and none has been seen. The chapter treats that absence honestly: it supports the thesis only weakly, since few have yet produced the multi-year records needed.