You are in Degree 3 · Practical masteryunit 5 of 6Ahead of you: A real piece of professional work, and the page that shows you checked it.
Degree 3 · Unit 3.5
AI in your field
Read your own section first, and then read one section from a field a long way from yours. The pattern repeats itself, and seeing it somewhere else tends to make it much clearer at home.
Medicine
Mature: transcribing the clinical interview and drafting the note, summarising a long file, drafting an explanation for the patient, scanning the literature.Under supervision: support for reading imaging, suggesting differential diagnoses as a reminder list.The red line: a treatment decision or a final diagnosis without review by the responsible physician; and putting patient-identifying data into a public system.
Law
Mature: reviewing contracts and extracting clauses, comparing two versions, summarising pleadings, drafting the first version.Under supervision: searching precedent inside a trusted database with the source named.The red line: citing a reference you have not opened yourself. This is the most documented professional scandal of recent years, and its cause is one: trusting a reference correct in form and fabricated in content.
fawzooz.ai
Education
Mature: preparing lesson plans, generating graded exercises, explaining a concept five different ways, feedback on drafts.Under supervision: a personalised learning path for each student.The red line: relying on "AI detectors" to accuse a student — they are unreliable and err especially against non-native English speakers. Change the assessment instead of chasing the tool.
Media and the creative industries
Mature: generating angles and headlines, transcription and translation, adapting content for platforms, initial research.Under supervision: illustrations and assisted design — with clear disclosure.The red line: publishing a quotation, a figure or an image without independent verification; and generating a realistic image of a real event — even in good faith.
Engineering and technology
Mature: writing and reviewing code, documentation, generating tests, analysing logs, explaining a legacy system.Under supervision: proposing architecture, and first-pass risk analysis.The red line: merging generated code into production without human review and a security test — generated code carries vulnerability patterns it learned from public repositories.
fawzooz.ai
There is a rule common to every field here: the tool is excellent at producing a draft and at extracting what is already there, and it is not to be trusted with attribution or with the decision itself.
The four capabilities solutions are built on
A map for choosing the kind of solution your business problem needs, whatever your field.
FIG. B19 — From perception to creation
Perceive
It sees, reads and hears
⟶
Inference
It predicts and classifies
⟶
Decision and action
It acts on its own
⟶
Creation
It generates the new
What the business gains
Sharper diagnosis, better stock, less fraud, shorter downtime.
Value is measured against a figure you already track, not a new one
What it demands
Plentiful, organised data, a team of several disciplines, and clear governance.
Poor data ⇒ poor results, however grand the model
fawzooz.ai
Read the ladder as a ladder of autonomy: the higher you climb, the less the human intervenes and the more they answer for the design. What the business gains: sharper diagnosis, better stock, less fraud, shorter downtime — value measured against a figure you already track, not a new one. What it demands: plentiful, organised data, a team of several disciplines, and clear governance; poor data means poor results however grand the model.
edit_noteDo this
1 — In your field. Write three mature uses you will start with this week, and one red line in absolute terms.
2 — On the tool. Carry out one of those uses on a small real task, and measure the time before and after. The figure will serve you when you put the matter to your management.
3 — On paper. Read the section of a field far from yours and write: what does its red line have in common with yours?
Where to after this unit? What remains is what separates a professional from an enthusiast: how you know that what you hold is correct.
