AI is a new layer of leverage — a powerful imitator and compressor with no wants of its own. It rewards structured thinkers and narrow excellence, and in any contest its edge cancels out, leaving the advantage human.
Computing has always stacked layers so you never look at the one below — until it leaks. Natural-language “vibe coding” is a genuine new stratum on top of that tower, not a minor convenience.
Vibe coding is the new product management. Describe an app in plain English; the model plans, scaffolds, builds and tests it. But every abstraction leaks — engineers who see the layer below still catch the bugs, bad architecture, and out-of-distribution problems the AI can't.
When anyone can build software, the best tool in a category takes nearly the whole market. The shape that emerges: giant aggregators, a vast niche tail, and a hollowed-out middle.
The head: one or two aggregators get even bigger — more use cases, more polish.
The middle: 5–20-person companies serving a mid-size niche get vibe-coded away or absorbed.
The long tail: apps that never justified a year of engineering now exist for every niche.
First place gets a Cadillac; second place gets steak knives. So become the best in the world at what you do — and keep redefining what you do until that's true.
A programmer directing a fleet of AI agents isn't merely “10×.” Output depends on what you choose to work on — so the gap between people goes super-normal. “Programmer” now just means a structured thinker who can clearly say what they want.
Every human is a spellcaster now. AI is the wand — and English is the spell.paraphrasing Naval
A superb imitator that also genuinely learns: compressing huge datasets into few parameters forces it to find patterns rather than memorize. Shown billions of circles with limited memory, it discovers something like π instead of storing each one.
Naval's provocation: real intelligence is getting what you want out of life — not credentials. By that measure AI fails instantly, because it wants nothing. At best it's a proxy for a human's goal.
Most things people want are adversarial: a partner, an edge in markets, attention. Once everyone holds the same AI, its advantage competes itself away. If both people on a date wear an earpiece, the help nets out — and the remaining alpha is human.
Math, science, technical learning have no opponent. Here AI is close to a correct-answer machine and an unmatched tutor — one that meets you at the exact edge of what you already understand, then explains it a hundred different ways until it clicks.
Don't invest in prompt tricks — they last weeks, and the model adapts to you faster than you adapt to it. Let the AI learn to be useful to you.
Anxiety is a non-specific fear that something will go wrong. The fix is action — open the hood, learn what it's actually good and bad at. Don't fill a slot someone else defined; bring your own hard problem, and let the AI be the ally that levels you up.