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Matt Shumer Is Right. The First Domino Already Dropped
“Something Big Is Happening” went viral for a reason.
80M+ views.
That’s ~1% of the world.
People didn’t share it because it scared them.
They shared it because it confirmed something they already felt.
The February 2020 analogy matters.
Flights were full.
Offices were open.
Life looked normal.
But the curve had already bent.
AI feels similar.
This isn’t 3.1 vs 3.2.
This is linear turning vertical.
What used to require:
• Back-and-forth iteration
• Multiple handoffs
• Days of refinement
Now happens in:
• One well-structured prompt
• One feedback loop
• One autonomous build cycle
The first industry to feel it?
Software engineering.
For 20 years, engineering was the safest bet in the economy.
Then AI went from:
Autocomplete
→ Code suggestions
→ Full scaffolding
→ Autonomous builders
In under two years.
Engineering wasn’t targeted.
It was simply closest to the blast radius.
AI labs optimized for code because code builds AI.
Once that loop worked, the capability expanded.
Now the compression spreads:
• Law
• Finance
• Consulting
• Customer support
• Revenue operations
Anywhere work = language + logic + structured process.
That’s why the article resonated.
One industry already compressed.
The rest are debating whether the shift is real.
This isn’t panic territory.
It’s attention territory.
The curve has already bent.
The only question is whether you see it while it’s happening — or after it hits your function.
Get my weekly breakdown of AI, GTM, and Cloud Employees:
https://atonom.ai/newsletter
Ready to hire your first Cloud Employee?
https://atonom.ai/
View all episodes
By Gabe Larsen“Something Big Is Happening” went viral for a reason.
80M+ views.
That’s ~1% of the world.
People didn’t share it because it scared them.
They shared it because it confirmed something they already felt.
The February 2020 analogy matters.
Flights were full.
Offices were open.
Life looked normal.
But the curve had already bent.
AI feels similar.
This isn’t 3.1 vs 3.2.
This is linear turning vertical.
What used to require:
• Back-and-forth iteration
• Multiple handoffs
• Days of refinement
Now happens in:
• One well-structured prompt
• One feedback loop
• One autonomous build cycle
The first industry to feel it?
Software engineering.
For 20 years, engineering was the safest bet in the economy.
Then AI went from:
Autocomplete
→ Code suggestions
→ Full scaffolding
→ Autonomous builders
In under two years.
Engineering wasn’t targeted.
It was simply closest to the blast radius.
AI labs optimized for code because code builds AI.
Once that loop worked, the capability expanded.
Now the compression spreads:
• Law
• Finance
• Consulting
• Customer support
• Revenue operations
Anywhere work = language + logic + structured process.
That’s why the article resonated.
One industry already compressed.
The rest are debating whether the shift is real.
This isn’t panic territory.
It’s attention territory.
The curve has already bent.
The only question is whether you see it while it’s happening — or after it hits your function.
Get my weekly breakdown of AI, GTM, and Cloud Employees:
https://atonom.ai/newsletter
Ready to hire your first Cloud Employee?
https://atonom.ai/