DALL-E/Every illustration.

How to Become an Expert at Anything With AI

Using ChatGPT and Claude for memetic analysis

21 2

This week we’re bringing you some of our best writing on practical applications of AI by Michael Taylor, whose new column, Also True for Humans, examines how we manage AI tools like we would human coworkers. (He’s also the co-author of a new book, Prompt Engineering for Generative AI.) Up today is this tactical piece about how AI is helping us redefine expertise.—Kate Lee 

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


What separates a beginner from an expert? They’ve “seen it all before.” When they encounter a problem, they intuitively know what to do. When an expert is faced with a specific challenge, they quickly and subconsciously sift through relevant experiences to match past situations with current ones until they find what feels “right.” 

Beginners come at problems from a very different place. They have to. Without the benefit of experience, they can’t rely on intuition, and must make decisions slowly and deliberately in order to arrive at the correct one. 

The Dreyfus model for skill development says that the first step to go from novice to expert is to identify and apply many recipes or templates for accomplishing a task. Eventually, through research and analysis, they can build intuition about what recipe will help solve a problem, and how to improvise or combine recipes to create their own. They can develop expertise.

But that takes time—or at least it used to before AI. ChatGPT’s ability to help you summarize and analyze is like a superpower to beginners, who haven’t had time to build expertise in an area. I’ll help you learn how to use this superpower, from figuring out what people care about when you’re pitching them to finding best-selling titles for your article or book.

Become an expert overnight


Become a paid subscriber to Every to learn about:

  • How AI turns novices into overnight experts
  • Leveraging memetic analysis for creative breakthroughs
  • The power of summarization at scale
  • The future of expertise in an AI-augmented world


Find Out What
Comes Next in Tech.

Start your free trial.

New ideas to help you build the future—in your inbox, every day. Trusted by over 75,000 readers.

Subscribe

Already have an account? Sign in

What's included?

  • Unlimited access to our daily essays by Dan Shipper, Evan Armstrong, and a roster of the best tech writers on the internet
  • Full access to an archive of hundreds of in-depth articles
  • Unlimited software access to Spiral, Sparkle, and Lex

  • Priority access and subscriber-only discounts to courses, events, and more
  • Ad-free experience
  • Access to our Discord community
Every

What Comes Next in Tech

Subscribe to get new ideas about the future of business, technology, and the self—every day