Conclusions: Who Should Be the Boss?

All courses / AI Boss / Module 7 / Chapter 33

Learning objectives

After the lesson the participant can:

State the verdict on each claim of the thesis and how firm the chapter says it is.
Explain why M3 Consequence and M5 Care mark the edges of what may be delegated.
Distinguish the book's findings from the author's labelled projections, and name the signals that would change the verdict.
Answer the ten questions about an organisation's AI boss with an artefact for each, and plan the first ninety days.

Key concepts

Thesis judged with qualifications: Direction may be delegated up to Level 3 Bounded only with constraints in the optimiser; the named decider is real only where the six capabilities hold; records are supported as design while their effect is unmeasured; reversibility decays within months.
Falsifiers: The findings that would show the thesis wrong, above all fully automated consequence decisions producing fairer and safer outcomes than human ones with records and appeal, and algorithmic direction without human leadership sustaining performance and wellbeing over years.
Edges of delegation: M3 Consequence and M5 Care mark the edges: a consequence needs a person who can answer before a forum, and noticing a person in difficulty is relational. Between them M1, M2 and M4 can be shared at degrees decided, recorded and reversed.
Sixth commitment: What the book adds to the series' argument of records, stop paths, kept skills, reversible dependence and autonomy matched to reversibility: keep a named person in the chair for every consequence.
First, next, later: Written authority before delegation, records before scale, measurement before raising a degree: map and agree in six months, record and measure up to eighteen, test reversibility and evaluate up to thirty-six.

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

How the book leaves its open questions

Sort each open question under the status that Chapter 33's table gives it.

Interactive exercise 2 · Put in order

The first ninety days and after

Put the stages of the chapter's first-90-days template in order, from day 1 to the review at day 180.

Teaching plan

15 min	The teacher walks through the table of the thesis judged claim by claim, with verdict and firmness for each row.
10 min	Participants sort the twelve open questions into answered, answered in part and open, then check against the chapter's table.
15 min	Discussion of the author's verdict on who should be the boss in 2036, kept apart from the findings, and of the four signals that would change it.
25 min	Exercise: participants answer the ten questions for one organisation and draft the first ninety days.
10 min	Closing round: each participant states the first question they will ask about a system that manages them or their team.

Discussion

The chapter says the named human decider is the firmest claim and the one most easily emptied. What empties it, and how would you know it had happened?
A loud harm triggers a court case; a quiet harm triggers nothing unless someone has decided in advance to look. Which quiet harm would you look for first, and with which instrument?
The author expects European employers to divide between those that give saved time back to people and those that book it as a wider span. Which choices made now decide on which side an organisation ends up?

Written exercise

Exercise · 25 minutes

Ten questions and the first ninety days

Answer the chapter's ten questions for one organisation: which systems perform part of a management function, at which degree and who decided, whether any is at Level 4 Autonomous for M3 Consequence or above Level 1 Assisted for an adverse consequence, who decided one consequence last month, time per decision and departure rate, contestations and corrections, who can stop each system, whether each function could be run by hand, managers' time on development and care, and whether representatives were informed before use. For each question name the artefact that answers it or record a gap as a finding with an owner and a date. Then draft the first ninety days in three phases, map, agree and record, and list what is not to be done before day 90.

Deliverable: A ten-row table of answers with artefacts or findings, and a ninety-day plan in three phases with deliverables, verifications and the not-before-day-90 list.

Your work

Self-test

Choose an answer to see whether it is right, or open the answer below each question.

How does the chapter judge the claim that the sum of delegations is recorded and reversible?
Show the answer
D. Supported, with the qualification that reversibility decays within months of go-live, not years
In the illustrative year neither organisation passed its reversibility test cleanly. The chapter concludes that the test is what turns the register from an inventory into a control.
What does the book add to the series' argument as a sixth commitment?
Show the answer
B. Keep a named person in the chair for every consequence
The earlier volumes did not need it because their subjects were systems. For the management of people, only a person can stand before a forum and answer for a consequence.
In the first-90-days template, what must not happen before day 90?
Show the answer
A. Raising any degree of delegation or widening a span of control on the strength of time saved
Without records a raise has no evidence. The template's last check is a Management Decision Record read end to end by a worker representative, because the record exists for the person it describes.