Your journey
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You are in Degree 1 · You are hereunit 3 of 4Ahead of you: Your own assessment matrix, coloured in by hand.

Degree 1 · Unit 1.3

Where do you stand? The diagnostic

What confuses a learner most is taking themselves to be at one level in everything. You are not at one level: an executive may be at the fifth degree in governance and the first in practical use. A young engineer may be at the third in tools and the first in responsibility. If you measure yourself with a single number, you will start reading this programme in the wrong place.

FIG. 2 — The four dimensions
People
Your awareness, your judgement, your responsibility. Do you know when not to use the tool?
Knowledge
Concepts and terms. Can you explain what you know to someone else precisely?
System
Building, control, security and governance. What can you actually create?
Impact
Value, society, legacy. Who benefits from what you build, and who is harmed?
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On the next page read each column from top to bottom, and stop at the first description that honestly applies to you. Honesty here is a condition, not a courtesy.

FIG. 3 — The assessment matrix · 6 degrees × 4 dimensions
6You raise the judgement of others and pass it onYou produce frameworks others useYou build what is built uponAn impact that outlives you
5You hold yourself and your team to a written standardYou know the standards and the regulationYou govern the system and document itYou measure impact and correct it
4You doubt in the right place and verify before signingYou know the attacks and the limits of safetyYou protect your system and test itYou prevent harm before it happens
3You know when not to use itYou master the terms and explain themYou produce professional work with itYou save time and improve quality
2You are aware that it errsYou understand how a machine learnsYou use it for simple tasksPersonal benefit only
1Fear or fascinationScattered termsYou have not tried it seriouslyNo impact
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Colour in, by hand, the cell you stand at in each column. The shape that results is your map — and you will redo it at the end of the programme to compare.

How to read your result

The sum of your levels does not matter; your weakest dimension does. Technical fluency works like a chain, and its strength is the strength of its weakest link. Someone at the fifth degree in knowledge and the first in people will produce harm faster than anyone else, because their knowledge gives them a confidence that their judgement has not yet earned.

So the working rule is this: start from your weakest dimension, not from the one closest to your curiosity. And if your dimensions come out level, start from "people", because that is the dimension that protects all the others.

Do this

  1. 1 — On paper. Colour the matrix honestly, and write today's date underneath it.

  2. 2 — On the tool. Ask an AI system to test you on the terms you claimed to know — with applied questions, not definitions. Correct your estimate.

  3. 3 — In your field. Ask a colleague who knows your work to rate you on "system" and "impact". The gap between their rating and yours is the most useful piece of information in this degree.