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Whose future is it anyway?

· 3 min read

Over the last few posts, I’ve been writing about AI from a fairly close range — how it changes engineering teams, delivery dynamics, capability development, and the shape of organisations.

In other words, the micro view — what happens inside teams when capability, speed, and decision-making all shift at once.

But the more I’ve thought about it, the harder it’s becoming to ignore the bigger picture, as the same forces are playing out at a much larger scale.

From Knowledge to Judgement: AI and the Next Phase of Work

· 7 min read

Most of the conversation around AI today is anchored in the near term.

Engineers are asking how it changes their workflow. Product teams are experimenting with copilots. Founders are looking for leverage. There’s a steady undercurrent of anxiety about junior roles disappearing, but it tends to be framed as a tactical problem, something to manage, mitigate, or route around.

I’m less focused on that layer.

Not because it isn’t important, but because it feels like we are still looking at the first-order effects of a much larger shift.