When Automation Threatens Your Expertise

AI/tech making you redundant

Category: Career & Purpose

This booklet is for people who built expertise in something that machines now do better. Not better in the clumsy, algorithmic way you expected. Better in the way that makes your clients choose the algorithm. Your employer choose the platform. Your industry choose the efficiency.

The Creep

It starts quietly. A tool. A helpful assistant. Your company introduces a new platform that ‘augments’ your work. Makes you more efficient. You’re supposed to be grateful. Then someone junior uses it to produce work that looks like yours. Not as good, you tell yourself. Not quite. But good enough that the client accepts it. Bills it at a fraction of your rate.

Pretty Good Is The Killer

Not perfect. Not groundbreaking. Just pretty good. Turns out most clients don’t need perfect. They need pretty good and cheap and fast. The AI delivers two point nine out of three. You deliver three out of three at triple the cost and timeframe. The math is obvious.

The Conductor, Not The Musician

Working with AI means learning to do less of what you’re good at. Less craft. More orchestration. You’re a conductor now, not a musician. Except you became you because you wanted to play music. Not wave a stick at something that plays better than you ever could.

Good Company

The Second Machine Age — Erik Brynjolfsson & Andrew McAfee, 2014
Two MIT economists wrote the book that saw this coming. Not with panic, not with cheerleading, but with the calm clarity of people reading a graph and telling you what the line does next. They trace what happens when machines stop replacing muscles and start replacing minds, and they take seriously the grief of the people standing where the line crosses. It’s a decade old now and reads less like prediction than autopsy. The rare economics book that remembers there are humans inside the data.
Hidden Figures — Theodore Melfi, 2016
Three Black women mathematicians at NASA doing calculations by hand, brilliantly, precisely, indispensably. Then IBM installs a mainframe computer. Dorothy Vaughan sees it coming before anyone else and teaches herself to program it, because she understands that the choice isn’t human or machine. It’s whether you get to be in the room when the machine arrives. Melfi made a film about obsolescence that’s actually about adaptation, not cheerful, not painless, but clear-eyed about who survives transitions and why.
The Eraser — Thom Yorke, 2006
Yorke’s first solo album sounds like it was made by a human arguing with a laptop. Glitchy electronics stutter and loop while his voice floats above them, fragile, organic, refusing to be processed. Every track feels like a negotiation between the person and the machine, who leads, who follows, who gets to exist. It’s uneasy listening in the best sense. The sound of someone who knows the algorithm is coming and is trying to figure out what’s left that’s worth keeping.