Your question
AI now does about 70% of what I was hired to do. Do I retrain, specialise, or get out of this field entirely?
Open the 3D explorer
Across the lenses

3 patterns to sit with.

What the lenses had in common. Sharpest when a pattern names a tension you hadn’t fully named yourself — weakest when it summarises something you already know.

  1. 01 Warning

    You can see it clearly and still not move

    Kodak's management understood digital perfectly. Intel's leadership could see the memory business was gone. Analysis was never the bottleneck — attachment was. If you find yourself repeatedly re-analysing instead of testing something, that's the Kodak position, and more analysis will not resolve it.

    From Kodak Buries the Digital Camera Intel Walks Away From Memory

  2. 02 Opportunity

    Find what became scarce

    Peppered Moth and War of Currents converge: when output becomes abundant, judgement, taste, accountability and trust become the scarce goods. Take one piece of work this month where that's the thing you're paid for. It's a cheaper test than a retraining programme and it tells you more.

    From The Peppered Moth The War of Currents

  3. 03 Opportunity

    Repair the roads before you need them

    The Inca roads outlived the empire that built them. Skills depreciate and networks appreciate, but networks take a year to rebuild and are only useful if repaired before the crisis. Five genuine, agenda-free conversations now is the highest-return thing on this list and the one you're least likely to do.

    From The Qhapaq Ñan

The substance

The five lenses themselves.

Often the sharpest provocation lives inside a single lens, not in the synthesis above. Skim them; one tends to land harder than the others.

Also considered

Lenses ranked relevant but kept off the exploration — the runner-up reading. Each links to the lens itself, not an applied reading of your question.

  • Business

    Blockbuster Passes on Netflix

    Declining the future while it's still cheap to buy.

  • Method

    The Ship of Theseus

    Replace every plank and ask if it's still your ship.

  • Nature

    The Slime Mold

    It solved the rail map with no brain at all.

  • Science

    Darwin Sits on the Origin

    Being right for twenty years and afraid to say so.

  • Method

    Eno & Schmidt's Oblique Strategies

    When stuck, draw a card. Let an unrelated instruction redirect you.

  • Myth

    Quetzalcoatl's Foretold Return

    Waiting for the foretold rescue makes you miss the actual signals.

  • Method

    Steelman the Other Side

    Build their argument stronger than they did, then answer that.

  • Business

    Netflix Cannibalising the DVD Business

    Cannibalize yourself before someone else does.

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