Artificial intelligence is one of the most transformative technological shifts of our lifetime. As an engineer, I feel incredibly fortunate to be building during this moment.
But the reality of this revolution is more complicated.
Iroko Labs · First published March 2026
Republished as the Iroko Labs vision, October 2026. The essay appears as written; see the editor's note ↓
And the gap is even wider in communities that already face barriers to technical access.
Sources added after publication; figures as published March 2026: Section (proficiency) · Pew Research, Elon University (tried AI)
People in my family — lawyers, small business owners, friends — regularly ask me the same question: "Is AI really as big as they say it is?"
"I'm glad I'm close to retiring… I don't see how I can compete in this new workforce."
That moment made something very clear. The AI revolution is happening — but it doesn't seem interested in carrying everyone along.
A world where only technically sophisticated people benefit?
Or a world where everyone — including the people I care about most — can participate?
Because the truth is: if my mom — who can barely use Gmail — has to learn prompt engineering, connect APIs, and manage AI workflows just to get value… then we built the wrong thing.
Most AI products today assume the user will adapt to the machine. But historically, the technologies that truly change the world do the opposite. They adapt to humans.
Today's AI tools focus on helping humans talk to AI. Chat interfaces. Prompt boxes. Workflow builders. But this is backwards.
The future isn't humans learning to operate AI systems.
The future is AI acting on behalf of humans.
You prompt. AI generates. You copy, paste, edit, send. A smarter typewriter — you still do the work.
An agent reads, decides, and acts. You see the results. Zero prompting. Full execution.
Before the recent AI boom, the word agent meant something very simple: someone who acts on behalf of another person. Real estate agents represent you. Talent agents represent you. Lawyers represent you. You don't micromanage them. They understand your goals and act in your interest. That's the model AI should follow.
Not just executives. Not just engineers. Everyone.
Because the AI revolution shouldn't belong to the people who understand the technology best. It should belong to the people whose lives it can improve the most.
This essay was first published in March 2026 as the opening of our product vision. It now stands alone as the vision for Iroko Labs. Its predictions are left as written.
What changed: the sections introducing the product moved to Atona's product vision; one comparison card no longer names the product; The Real Vision, which originally followed those sections, now closes the essay; and sources for the statistics were added.
The first product built on this idea is Atona, an AI employee. Read Atona's product vision →
Iroko Labs
Building AI that represents people,
not the other way around.