Home / AI Essays / Article
AI Essays News

Why Generalists Own the Future

Dan Shipper / …
2025-03-28 13 min read
Why Generalists Own the Future
Why Generalists Own the Future

<table><tr><td><img alt="Chain of Thought" src="https://d24ovhgu8s7341.cloudfront.net/uploads/publication/logo/59/small_chain_of_thought_logo.png" /></td><td></td><td><table><tr><td>by <a href="https:...

Chain of Thought
by Dan Shipper
in Chain of Thought
DALL-E/Every illustration.

The pace of AI development is moving extremely fast—so fast that it's not uncommon for us to look back on what we wrote and see that the future we were describing is here. Dan Shipper's piece about the importance of generalists over specialists in the AI age from six months ago holds true more than ever. He reframes what it means to be a generalist—not just someone with shallow knowledge across multiple domains, but a curious, adaptable problem-solver who thrives in environments where rules are unclear and patterns aren't obvious. In an allocation economy, the winners won't be those who know all the answers, but those who know which questions to ask in the first place.—Kate Lee 

Was this newsletter forwarded to you? Sign up to get it in your inbox.


A common refrain I hear is that in the age of AI, you don’t want to be a “jack of all trades and a master of none.”For example, my good friend (and former Every writer) Nat Eliason recently argued: “Trying to be a generalist is the worst professional mistake you can make right now. Everyone in the world is getting access to basic competence in every white-collar skill. Your ‘skill stack’ will cost $30/month for anyone to use in 3-5 years.”

He makes a reasonable point. If we think of a generalist as someone with broad, basic competence in a wide variety of domains, then in the age of AI, being a generalist is a risky career move. A language model is going to beat your shallow expertise any day of the week.

But I think knowing a little bit about a lot is only a small part of what it means to be a generalist. And that if you look at who generalists are—and at the kind of mindset that drives a person who knows a lot about a little—you’ll come to a very different conclusion: In the age of AI, generalists own the future.

What generalists are


Become a paid subscriber to Every to unlock the rest of this piece and read about:

  • Generalists: Masters of the uncertain
  • AI's limitations in novel problem-solving
  • How the allocation economy favors adaptable minds
  • Why asking the right questions trumps knowing all the answers


Click here to read the full post

Want the full text of all articles in RSS? Become a subscriber, or learn more.

Source: Chain of Thought Word count: 4148 words
Published on 2025-03-28 08:00