How a decision in universities, a statement from Anthropic, and the Zero UI movement might all be pointing to the same future.
Just two years ago, the internet was obsessed with one skill: learning to write prompts. Thousands of courses promised to teach you how to talk to ChatGPT. Specialists, certifications, and new job titles appeared. It seemed logical: if artificial intelligence was going to change the world, the edge would be in knowing how to communicate with it.
We say the printing press changed the world. But the printing press didn’t change the world. Literacy did.
We say the internet changed the world. But the internet didn’t change the world. Mass access to information did.
Something similar is happening with artificial intelligence. We think the change is ChatGPT. It isn’t. The change is that, for the first time in history, we can delegate intellectual work. Not physical tasks. Not calculations. Not storage. Intellectual work.
The end of the prompt paradigm
A prompt is still manual work. Every time you type “summarize this document,” “analyze this report,” “create a marketing strategy,” or “design an interface,” you’re still the operator. The AI responds, the process ends, and you start over.
But the systems Anthropic, OpenAI, and other labs are building no longer work that way. Now we talk about agents. And after agents, we talk about loops.
What is a loop, really?
The technical explanation is boring. The human explanation is more interesting.
“A loop is an intelligence that keeps working when you stop.”
It doesn’t receive instructions. It receives objectives. You don’t tell it “analyze this website.” You tell it “help me grow organic traffic.” And then it researches, analyzes, compares, proposes, corrects, tries again, learns, and repeats. While you do something else.
Work is shifting: from doing it to orchestrating it
Maybe the best way to understand it is to think about how a film director’s role has changed. A director doesn’t hold the camera. Doesn’t control the lighting. Doesn’t edit every scene. They coordinate systems, specialists, talent, and decisions.
The professional of the future might look a lot more like that:
- Less execution, more direction.
- Less production, more orchestration.
Why Zero UI matters far more than it seems
Here a notion enters that usually stays out of the tech conversation. Most interfaces were designed for humans to operate systems: buttons, menus, forms, panels, settings. All of that exists because the system needs constant human instructions.
But what happens when systems start to understand objectives instead of clicks? This is where the concept of Zero UI becomes relevant. Not because interfaces disappear, but because they stop being the center of the experience.
“Designing isn’t creating interfaces. It’s designing states of consciousness.”
Human attention is becoming the scarcest resource in the digital economy. Every unnecessary button, every redundant screen, and every complex setting is a form of cognitive debt. The future isn’t about building more interfaces. It’s about building less friction and more intention.
The new skill no one is teaching
Universities keep teaching tools. Companies keep hiring tools. Courses keep selling tools. But the market is starting to value something else: systems thinking.
Because when you have ten agents working for you, the problem stops being technical and becomes strategic. The question is no longer “how do I do this?” It’s now “what system should exist so that this happens automatically?”
What Boris Cherny is really trying to say
Many people read his statements as “programmers are going to disappear.” I don’t think that’s the message. In fact, Cherny himself has said that engineers matter more than ever, even as their work changes radically.
The message is different: execution is being automated. Judgment isn’t. Direction isn’t. Vision isn’t. Responsibility isn’t.
The question that will define the next decade
Twenty years ago the edge was having access to the internet. Ten years ago it was learning to code. Today it seems to be learning to use artificial intelligence. But maybe that isn’t the right answer either.
Maybe the most valuable skill of the next decade will be designing systems capable of thinking, learning, and acting with you. Or even without you. Because the most productive professional of the future won’t be the one who does the most work. It’ll be the one who builds the best systems for the work to happen.
And if the decisions of universities, the statements of Boris Cherny, and movements like Zero UI are all pointing in the same direction, then the future isn’t about learning to use artificial intelligence. It’s about learning to direct it.
Sources to go deeper
- Zero UI Manifesto — Christian Benavides’s frictionless design manifesto.
- The Verge — interview with Boris Cherny (Anthropic) on how the engineer’s role is changing.
- Business Insider — “Thousands of AI Agents Overnight”: the rise of autonomous agents.
- Reference communities: r/ClaudeAI, r/LocalLLaMA, r/singularity, and r/ArtificialIntelligence.
— By Christian Benavides, CEO of MediaLab Ingeniería.