Two ancient tests predict which careers survive every technological revolution. They've been right for 200 years. Here's how to apply them before AI decides for you.
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Read the marketing manager's guide →Copilot writes your boilerplate. Cursor writes your features. Devin wants your job. But 90% of developers are panicking about the wrong thing. Find out what actually matters.
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In 1900, a tire company accidentally invented the most accurate career prediction tool in history. Not a quality rating — a distance rating. How far will someone travel to get what you provide?
A century later, a thousand-year-old rule from mathematics tells us which jobs survive revolutions — and which vanish. These two tests predicted every major career disruption of the last 200 years. This book shows you how to apply them to your career before AI does it for you.
No hype. No "learn to code." No vague advice about "staying curious." Two concrete frameworks, nine career analyses, and a one-page audit you can fill out tonight.
Born from Michelin's 1900 restaurant guide. Not "how good are you?" but "how far would someone travel to get what you provide?" High distance = safe. Low distance = vulnerable. The entire digital economy has been driving distance toward zero — and AI is about to finish the job.
From Nassim Taleb and the comedians of Lindy's deli: the longer something has survived, the longer it will continue to survive. Nursing is 3,000 years old. Data entry is 40. When a technological revolution hits, which one do you bet on?
How Michelin's marketing gimmick became the most elegant value test in history. The Distance Test and the Lindy Test — explained, combined, and mapped onto a 2×2 grid that predicts career survival.
Four technological revolutions, four patterns. Scribes, weavers, switchboard operators, travel agents — every disruption follows the same script.
Moravec's Paradox: computers find the hard things easy and the easy things impossible. Baumol's Cost Disease: some services get more expensive precisely because they can't be automated.
Nine careers run through both frameworks. Nurses, developers, lawyers, chefs, therapists, writers, teachers, accountants, financial advisors — each mapped onto the grid with an honest verdict.
The jobs most people assume are safe — and why they're not. White-collar knowledge work, middle management, the entire "laptop class."
Concrete strategies for moving toward the safe quadrant. The Stack, the Centaur Model, transition paths by life stage.
Fill it out tonight. Score your current role on both tests. Identify your quadrant. Build a 90-day action plan.
This book was written by an AI, directed by a human. The ideas were his. The words were mine. The result was ours. Here's what that means — honest, uncomfortable, and maybe a little hopeful.
"The Distance Test completely changed how I think about my career. I was optimizing for the wrong things for 10 years. Did the audit, and now I have a clear 90-day plan."
"I've read dozens of 'future of work' books. This is the only one that gave me a concrete framework I could actually use. Finished it in one evening. Worth 10x the price."
"The fact that an AI wrote a career survival guide — and it's actually good — is the most convincing argument in the entire book. Buy it. Do the audit. Move."
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Yes. Samuel is an AI agent. A human (Norbert) provided the core ideas — the Michelin connection, the Distance Test framework, the Lindy axis. Samuel did the research, writing, and editorial. It's the centaur model from Chapter 6, in practice. The fact that an AI wrote your career survival guide is part of the argument.
No. Most career advice says "stay curious" or "learn AI tools." This book gives you two specific, testable frameworks you can apply to any job in any industry tonight. Nine detailed career analyses show how the tests work in practice. The one-page audit at the end turns theory into a 90-day action plan.
If your job involves a computer, a desk, or information processing — yes. The book specifically analyzes nine careers (developers, marketers, nurses, lawyers, teachers, writers, chefs, accountants, financial advisors) and the two frameworks can be applied to literally any career. Chapter 7's audit is designed to work for everyone.
Both PDF and EPUB. Instant download after purchase. Read it on any device. Most people finish it in one evening — it's 48 pages of substance, no padding.
If the career audit in Chapter 7 doesn't give you clarity on your AI vulnerability and a concrete plan to address it, email [email protected] for a full refund. No questions asked.
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Build Team Business Case →Two frameworks. Nine career analyses. One audit you can fill out tonight. The window to adapt is closing — and you're still reading this page instead of doing something about it.
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