I was listening to Ben Horowitz on a podcast recently, the kind of wide-ranging conversation where a billionaire venture capitalist explains why the world has never been better positioned for people to succeed. He was in good form. AI is going to solve auto deaths, cancer, climate change. Every child can have a super advanced amazing tutor. And then this: "I don't think we've ever seen a bigger opportunity equaliser than AI."
He said this minutes before explaining that his firm's mission is to ensure the next wave of great technology companies comes from America or allied nations.
I want to take the equaliser claim seriously. Not dismiss it with cynicism, but test it against the economics of most of the world.
The silent premise
Horowitz's argument has a structure worth naming. It goes like this: AI is now accessible on any smartphone. Most people in the world have smartphones. Therefore, AI democratises opportunity. The argument is clean, intuitive, and wrong, because it confuses access to a tool with access to the economic system the tool operates in.
The restaurant owner Horowitz describes spending two hours with, mapping out how to use AI across his New York business, has suppliers, distribution infrastructure, a payments system, access to credit, a customer base with disposable income, and a regulatory environment that lets him implement what AI suggests. He has a power grid that stays on. He has broadband that does not cost a third of his income.
Strip away that stack, and "anybody who has a phone" becomes a much thinner claim.
AI is not an equaliser. It's a multiplier. And multipliers amplify whatever the baseline is.
The $90/month test
Here's what the baseline looks like for roughly half of sub-Saharan Africa. The World Bank's September 2025 poverty update puts 46% of the region's population below $3 a day, or approximately $90 a month.
To use AI, you need a smartphone that costs 95% of monthly income for the poorest 20%. You need data that costs 33% of income. You need the AI subscription itself. And you need power, in a country where the national grid collapsed 11 times in 2024.
Add it up: device, data, electricity, subscription. The stack that Horowitz waves away with "the internet is here, you just do it" is precisely the stack that does not exist at a price point the world's poorest can bear.
Eighty-three percent of sub-Saharan Africa is covered by mobile broadband. Only 25% actually use mobile internet. The 58-point gap between coverage and usage is the gap between access and opportunity.
The creation tier versus the consumption tier
There is a subtler problem with the equaliser claim, and it is embedded in Horowitz's own examples.
When he talks about what AI can do, his examples are all creation-tier: a restaurant owner redesigning his operations, Cursor making programmers far more productive, companies going from zero to a billion in revenue. These are people already inside a functioning economic system, using AI to multiply their existing advantages.
When he pivots to the equaliser argument, the examples shift to the consumption tier: every child gets a tutor, everyone has a lawyer in their pocket, anyone can access powerful AI. He proves AI's power through creation examples, then claims it equalises through consumption examples.
An AI tutor can teach a kid in Kano perfect Python. If the local economy cannot absorb that skill, if there is no venture ecosystem, no employer base paying global rates, and the kid cannot get a visa to where those jobs are, the tutor is teaching into a void. The constraint was never knowledge. It was the conversion of knowledge into income within a given economic structure.
The quiet part
Horowitz said something else in that conversation that I keep returning to. When asked about his ambition, he framed it in explicitly national terms: America won the industrial revolution, that is why America is America, and the country needs to win the AI revolution to stay America. The next great companies, he said, should come from America or allied nations.
That is a coherent national-interest position. But it does not sit cleanly beside the claim that AI is history's greatest opportunity equaliser. Either AI concentrates the future's value in America, or it distributes it globally. It cannot do both at the same time.
Andreessen Horowitz has invested a little over $20 million in African startups in total. The firm manages roughly $42 billion in assets. Africa represents about 0.05% of that capital base.
Horowitz believes AI democratises opportunity globally. His firm's capital allocation says otherwise.
His father's advice, "life isn't fair", keeps surfacing through the interview. In this context, it becomes an intellectual off-ramp. Once you accept that life is unfair and that attempts to make it fair simply transfer power to whoever runs the system, you no longer have to reckon with the specific mechanisms that make it unfair and the specific people who benefit from that unfairness.
AI is a multiplier. If your baseline is Silicon Valley, the multiplication is extraordinary. If your baseline is $90 a month in an economy where the grid collapses 11 times a year and a gigabyte costs a third of your income, the multiplication is real but modest, and the surplus still flows to the platform owners, not to you.
That's not an equaliser. That's an amplifier with American characteristics.
“AI is not an equaliser. It's a multiplier. And multipliers amplify whatever the baseline is.
