Papers & Short Reads
One argument,
two lengths.
Two series. The first is about what AI does to the capability of an organisation over time, and what to build instead: three papers, each of which also exists as four short articles, so you can take the argument at whatever length you have time for. The second is about the person doing the work.
If you have three minutes
Start at the beginning
Twelve short articles, numbered in order. Each ends with something to try this week.
Start with 01 · The Tool Never Tells You No →If you have half an hour
Take the whole argument
Three whitepapers, fully referenced, readable here or downloadable as a PDF.
Begin with Part One →Prefer to browse everything at once? The library lists every paper, short read and post in one filterable page.
The AI Capability Series
Three whitepapers and twelve short articles. The twelve short pieces run in sequence, but each stands alone.
Whitepaper · Trinzo
The Flywheel and the Frenzy
Navigating the AI Turning Point
AI amplifies what an organisation already has. It does not manufacture what it lacks.
The same argument in four short reads
- 01 The Tool Never Tells You No Three years ago I would not have believed how much these tools would extend my own work. I read organisations for a living: structuring problems, building arguments, finding the… 3 min
- 02 Quite Confident Tell a British colleague their plan is quite good and you have told them it is adequate and you have reservations. 3 min
- 03 Someone Else Is Paying for Your Learning The prediction first, with the confidence attached, so it can be held against me later. A correction is coming. 3 min
- 04 The Flywheel Does Not Turn at One Desk A document arrives from a colleague. It is well structured, the prose is clean, the argument moves. 3 min
Whitepaper · Trinzo
Cognitive Rusting
What Organisations Lose When They Automate Their People
The workflow most firms call responsible deployment quietly removes the practice that built the judgment.
The same argument in four short reads
- 05 The Reviewer Trap The machine generates the draft. The human reviews it. 3 min
- 06 Your Graduate Programme Is a Client-Development Pipeline Take a graduate intake from ten years ago and follow it forward. A couple are still with the firm, one on partner track. 3 min
- 07 The Dependency Nobody Has Priced Two risks are sitting in most organisations right now, and they are owned by different people. 3 min
- 08 What Clients Are Actually Buying Your client can now produce a decent version of your deliverable without you. Not as good, probably, but competent, structured and available on a Tuesday evening for the price of a… 3 min
Whitepaper · Trinzo
The Scaffolding of Intellect
Method Over Magic: How Organisations Tame a Non-Robust Technology
When the models commoditise, method is the last available differentiator.
The same argument in four short reads
- 09 Workslop Does Not Look Like Slop Three findings from the past eighteen months, all measured rather than asserted. 3 min
- 10 Checking Is Now More Expensive Than Doing I have been saying something for about two years that is not quite right, and since this series is partly about verification, I should correct it in public. 3 min
- 11 Ten Steps at Ninety Percent Take a piece of knowledge work with ten steps in it and suppose each step is carried out correctly ninety percent of the time. 3 min
- 12 The Professions That Never Had to Build an Immune System A litigator, a radiologist, an auditor and a historian have something important in common. It is not a technical education, and it is not intelligence. 3 min
The Professional Practice Series
Most writing about AI in organisations is about organisations. This series is about the professional who uses these tools directly, owns the result, and answers for it.
Whitepaper · Trinzo
Owning the Work
Professional Practice with AI
Most AI-assisted professional work should remain professional work. Keep the assurance close to the person doing it, and add heavier machinery only when the work demands it.
The same argument in five short reads
- 01 The Hardest Thing to Find Is the Thing That Is Not There At a conference in Barcelona in 2025 I watched a doctor present their use of AI to review scans. The case on the screen was a skilled radiologist find… 4 min
- 02 Craft Wearing Procedure's Clothes Someone asks for the top five risks in the supplier agreement. They get five. All five are real, well described, correctly drawn from the document. Wh… 4 min
- 03 Test the Object. Name the Maker. You send the summary. The person who signs it reads your two pages, and then opens the contract anyway. They will not tell you they did that, because… 4 min
- 04 The Workflow Never Crashed Once Someone in procurement builds a useful thing in an afternoon. It watches the contracts folder for renewal dates inside ninety days, pulls the agreemen… 4 min
- 05 Malice Is Not Required A procurement team puts a workflow on its tender inbox. It reads each response as it arrives, checks it against the submission requirements, pulls out… 4 min
Whitepaper · Trinzo
Forthcoming
Two further papers on the practical application of AI in professional work.