Field Guide to the Transition

Each piece here is personal, not analytical. The author knows these people and cares about them. Looking back with the benefit of having lived through the transition and seen which warnings mattered, which were noise, and which arrived too late. Regret is present. So is relief. Neither dominates.

Each follows the same structure: what I know now that I did not know then, what I got wrong about this person's situation, what I should have told them to do (in order, by period), what I should have told them to stop believing, and what I am telling them now looking forward from 2031. Every piece is intended to stand on its own - readable as an accompanying message to the recipient - and each pulls anchor events from the timeline most relevant to that life.

Dear Tim

Stockholm, January 2026. He was 55.

An angel investor with a portfolio built on the 2010s SaaS playbook. One IPO in 2000, trade sales, failures. The Nordic Tech Club regular. The First Autonomous Fund and the autonomous-firm wave were about to reset the unit economics of his entire book. The Longevity Threshold at 58 was about to reset his time horizon.

Dear Axel

Stockholm, January 2026. He was 58.

A docent and senior researcher at RISE, a proficient chamber musician, and a quietly generous mentor. The peer-review crisis of 2027 was about to shake what "being a researcher" meant. AI-generated music was about to change what being an amateur musician meant. His natural kindness was about to become more professionally valuable than he had reason to expect.

Dear Pierre

Stockholm, January 2026. He was 58.

An engineer-turned-innovation-advisor at Combient, and a serious painter. The "innovation" category he had built a career on was about to be absorbed into AI transformation work. His engineering foundation plus his listener's disposition turned out to be a rare combination in the advisory market of 2027-2030.

Dear Said

Stockholm, January 2026. He was 24.

Finishing a Masters in Machine Learning at KTH, graduating into a job market where junior ML engineering was about to be eaten by the tools he had trained on. The unicorn and FAANG track was shrinking. The Swedish Compact and the AI governance wave were opening doors nobody at KTH was looking at.

Dear Francesca

Stockholm to London, January 2026. She was 34.

McKinsey Engagement Manager on the partner track, working M&A strategy for financial services. The Consulting Contraction hit precisely her level. The partner-track mathematics she joined under were not the mathematics that applied in 2027. What the next move was, and when.

Dear Anna

Stockholm, January 2026. She was 50.

Lead Software Architect at a large Swedish insurance company. Twenty-five years in the industry, three major technology waves absorbed, the fourth one arriving faster. The Redundancy Summer would take her team from fourteen to four. The EU AI Act was opening a role class that suited her exactly - if she moved.

Dear Amara

Stockholm to London, January 2026. She was 25.

Junior UX designer at a London agency. Visa-dependent. Rent-burdened. The London UX Collapse compressed her profession while her visa clock ticked. Whether to stay, pivot, or play a completely different game. What the twelve-month moves were given visa and rent constraints. Why London was the wrong place to weather it.

Dear Nina

Stockholm to Aarhus, January 2026. She was 20.

First-year Masters in Clinical Psychology at Aarhus University. The AI-mental-health wave was about to commoditise the generalist tier of her future profession. The Longevity Threshold would open an entirely new class of psychological work. Which specialism, and how to train around a field being remade while she was in it.