The Four Questions

Giovanni Leonardi·September 2026·3 min read

The gap between what an agent can do and what an institution will accept is itself a finding — and it may prove the wider of the two.

One test for every note

Experiments cost time and attention, so none runs here out of curiosity alone. This page holds the four questions the whole programme exists to answer. The questions are few on purpose: a programme that asks everything answers nothing.

The test
Every experiment must move at least one of the four questions. A note that moves none of them is not published.

The delegation boundary

Which parts of each practice can an agent perform to a standard the author would sign — and which collapse without the human?

Not in general, but act by act:

  • Triage — sorting what deserves attention
  • Drafting — producing the artefact
  • Assurance — checking whether the work is sound
  • Decision-preparation — framing the call
  • Stakeholder sensing — reading the room

The answer will differ across Transformation, Portfolio, Programme, and Leadership — and the differences matter as much as the verdicts.

The direction discipline

Building and directing agents on real work: is it a repeatable discipline, with methods and failure modes of its own — or one person’s knack?

Every instrument built in this Lab, every one that works and every one that breaks, is evidence for one side of that question.

The atrophy question

When drafting, sorting, or checking is handed over, some judgment goes unexercised. Does it fade, or does it move somewhere higher?

The method requires every run to record what did not have to be thought about; this question is why. At intervals, the Lab stops and asks the harder, cumulative version: after all these cycles, what has quietly stopped being exercised — and would anyone notice?

The trust boundary

An output can be good enough to sign and still be refused. Where does institutional acceptance end, whatever the quality?

There is a second boundary behind the first: a sponsor, a board, an SRO may refuse an agent-prepared basis for a call regardless of how good it is. The gap between what an agent can do and what an institution will accept is itself a finding — and it may prove the wider of the two.

Why these four

Together the four questions cover the work, the worker, and the world the work answers to.

Question Watches Asks
The delegation boundary The work What can be handed over
The direction discipline The worker Whether directing agents is a discipline or a knack
The atrophy question The worker What handing over does to judgment
The trust boundary The world What the institutions around the work will bear

Two scope lines, drawn deliberately:

  • The grid is scoped to the four practices; the questions are not. An agent built for any real work is admissible evidence — the discipline either transfers across domains, or it was never a discipline.
  • Every verdict on the grid traces back to at least one of these questions.

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