The AI adoption lesson from 1895.
Electricity. The assembly line. The PC. The internet. Now AI. Five waves — same fears, same resistance, same outcome. The question was never should I use this? It was always when, and how well?
If AI makes you uneasy, you’re in good company. So did electricity. So did the assembly line. So did the thing you’re reading this on.
Every one of those technologies was called dangerous, unnecessary, or the end of skilled work. Every one of those fears was partially right — and every one of them missed the bigger story.
The people who learned the tool early wrote the rules everyone else had to live with later.
Here’s the pattern, laid out side by side. Pay attention to the third bar.
Electricity
“Electricity is dangerous and unnatural.”
Edison and Westinghouse ran public smear campaigns against each other. Cities debated banning it outright. Forty years later, the argument was over — the grid had already rewritten what a city could be.
Industrial manufacturing
“Skilled trades will be destroyed forever.”
The Luddites pre-dated Ford, but the assembly line turned the fear into policy debates. Workers smashed machines. Certain trades really were gutted — and entirely new categories of work took their place. The people who adapted early set the pay scale for the people who adapted late.
Personal computer
“There is no reason anyone would want a computer in their home.” — Ken Olsen, DEC founder, 1977
Secretaries fought the word processor. Accountants fought the spreadsheet. Both groups ended up fluent in the tools they’d refused to touch — and a generation of companies that dragged their feet got bought by the ones that didn’t.
The internet
“The internet will collapse in 1996.” — Robert Metcalfe, 1995
Retailers swore customers would never trust a credit card online. Publishers swore nobody would read on a screen. Nobody opted out permanently. The businesses that moved in 1995 still own the defaults we live inside today.
Artificial intelligence
ChatGPT reached 100M users in two months — faster than any technology in history.
The fears are familiar: job loss, the end of human skill, a cultural flattening. Every one of them was voiced about every wave above. They weren’t wrong. They were just incomplete.
Fear was always proportional to importance.
The louder the resistance, the more transformative the technology turned out to be — and the more costly it became to sit it out. In every wave, early adopters set the terms. Resisters adapted later, on worse terms.
Nobody opted out permanently. Not the secretaries. Not the accountants. Not the retailers who swore nobody would put a credit card into a browser. They all came back around, just further behind than the people who moved first.
Four reframes that actually hold up.
Resistance was never wrong — just incomplete.
Yes, the assembly line gutted some skilled trades. Yes, the internet killed entire industries. The fears weren’t made up. They just missed the new categories of work and value that showed up in the vacuum. AI will rhyme.
The timeline is compressing — not the danger.
Electricity took ~40 years to go mainstream. The internet took ~12. AI is moving in months. That compression is why it feels more alarming. It isn’t more dangerous. It’s just faster, which means the window to react is shorter.
Opting out was never really an option.
The question was never “should I use this?” It was always “when, and how well?” The businesses that figured out the internet in 1995 shaped what the internet became. That same window exists right now with AI — and it’s narrower than the last one was.
You’ve done this before. So has everyone.
AI isn’t the first time humans were asked to adapt to a tool that changed what “skilled work” means. It’s the fifth time in 140 years. Humanity has a perfect record on this question. Your company probably does too.
The goal isn’t to panic. It’s to be early.
Early doesn’t mean reckless. The shops that wired up for electricity in 1895 weren’t betting the business — they were learning the tool while everyone else argued about whether it was safe. By the time the argument ended, they had a ten-year head start.
The move in 2026 is the same move it was in 1895, 1920, 1985, and 1995: pick up the tool, get fluent, and let the people still debating catch up on worse terms.
We use AI every day to run marketing for companies that don’t have the time, budget, or patience to build a five-person team. It’s the leverage. Experience is still the secret sauce. That’s the whole bet.