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The Socratic
Approach to AI

Socratic AI is the use of AI to support, inspire, and elicit human creativity without ever outsourcing the writing, the ideas, or the thinking to the machine. Coined by Jay Dixit.

A photographed dictionary page showing definitions for Socratic and Socratic AI, coined by Jay Dixit
Socratic. adj. Of or relating to Socrates or the Socratic method: a Socratic approach to teaching. Socratic AI, n. using AI to support, inspire, and elicit human creativity — without ever outsourcing the writing, the ideas, or the thinking to the machine. Coined by Jay Dixit · socraticai.co · 2025.

On this page

  • Slop AI vs. Socratic AI
  • AI as a Tool for Thinking
  • The Call: Aim Higher
  • A Growing Community
  • The Litmus Test
  • The Bright Line
  • Why This Matters

How It Works

AI Slop vs. Socratic AI

So what does the Socratic approach to AI look like in practice? Let's say you need to write a groomsman speech for your best friend's wedding.

Typical approach: Generating slop

A typical prompt produces slop output like this:

I need to write a groomsman speech for my best friend’s wedding. I’ve known him since 7th grade. He’s a redhead, he plays guitar, now he’s a diplomat. He loves Star Trek, and in high school he would always do an impression of Commander Worf from Star Trek...

Here’s a tight, performance-ready draft of your speech:

Tim, you look amazing tonight. It’s the best you’ve looked since... never.

I remember your Worf impression. It wasn’t just a bit. It was doing real work. 🖖

But here’s the thing nobody’s talking about. Your red hair wasn’t just decorative. It was load-bearing. 🧱

Let that sink in. ✨

You didn’t just grow out of being an awkward kid. You operationalized him. That’s the shift. 💫

You took the curiosity. 🧠
You took the courage. 💪
You took the guitar. 🎸

And you quietly turned them into something bigger:

📈 A career representing your country
🔥 A life built across continents
🤝 A partnership that makes the whole journey land

That’s not luck. That’s character. 🏆

And here’s the deeper move: This isn’t just love. It’s strategic alignment. ♟️

And honestly? That’s the whole game. 🎯✨

Cheers! 🥂

Socratic approach: Eliciting human creativity

But something magical happens when you give AI a Socratic prompt:

I need to write a groomsman speech for my best friend’s wedding. I’ve known him since 7th grade. He’s a redhead, he plays guitar, now he’s a diplomat. He loves Star Trek, and in high school he would always do an impression of Commander Worf from Star Trek... Let’s take a Socratic AI approach. Ask me a series of questions to help me remember all the funny conversations and adventures and stories.

Love this approach — the best speeches come from specific memories, not generic praise. Let’s dig for the stories.

Answer whichever ones spark something for you, even if it’s just fuzzy details. Once I see what you’ve got, I’ll ask sharper follow-ups.

  1. The Worf impression. When would he bust it out? Was there a moment he did it at the worst possible time — in class, in front of a girl, at a job interview? And did he have other bits, catchphrases, or voices he ran into the ground?
  2. High school crushes. Was he smooth, awkward, oblivious, a hopeless romantic? Any stories of him pining over someone, or a comically failed move?
  3. The most embarrassing thing you personally witnessed. The moment where you were standing right there and had to watch the whole thing unfold. A failed flirt, a wipeout, saying something catastrophic to an authority figure. What still makes you laugh when you think of it?
  4. Physical comedy / the redhead thing. Was he the pale burns-instantly type? Did he have any signature physical mannerisms — the way he laughed, walked, danced?
  5. The moment you knew. Every good roast needs a soft landing. When did you first see him with his now-spouse (or hear him talk about them) and think, oh, this is different? Was there anything funny about how smitten he was — did the Worf-quoting guitar nerd suddenly become a lovesick disaster? This is the part where the bride tears up and forgives you for the rest of the speech.

ok that does remind me of a story. one time we had a sleepover at Dave’s house and Tim wrapped the sleeping bag around him and was walking around pretending to be a swamp monster. somehow Tim got it in his head that

^ Note that the user never even asked the AI to do the writing. The AI’s default behavior is to jump in and do the writing for you, unbidden.

Read my satire piece on AI slop ↗

^ I call this the Socratic Interview: flipping the script and letting AI ask the questions for a change. This is just one of hundreds of ways I use to support and elicit my own creativity instead of outsourcing it to the machine.

A Tool for Thinking

When I was leading OpenAI’s writing community, I noticed a profound irony: People mainly use this powerful thinking tool to avoid thinking.

Using AI to do your work for you has become the default. Somehow the word “AI” has become a synecdoche for “misusing AI by having it do your writing for you.”

I founded Socratic AI to show people there’s another way to use AI: not as a content generator and work-doer-for-youer, but as a thinking partner that pushes us to aim higher and do our best work. A tool for thinking—not a substitute for it.

When I tell people I use AI to learn a sonnet by heart, find a poem to put language to a moment of grief, or muster the courage to ask my father to tell me stories from his childhood in India, they’re surprised. It hasn’t occurred to them that AI can actually support creative work.

I call it the Socratic approach to AI: using AI to support, inspire, and elicit human creativity without ever outsourcing the writing, the ideas, or the thinking to the machine.

The opposite of slop

Jay Dixit teaching a class, students in the foreground
Jay Dixit

One example: I flip the script and let the AI ask the questions for a change. Instead of prompting AI, I get the AI to prompt me, asking probing questions that get me thinking, push me to make new connections, and surface my own best ideas, stories, and examples. I call it the Socratic Interview.

Staring at a blank page trying to compose the perfect sentence is hard. Answering questions about your own life and insights is easy. The Socratic interview allows you to start a writing or thinking session with a free-flowing conversation that elicits your own creativity — a conversation where all the ideas come from you.

I know from my years as a journalist that there’s something magical about having someone ask you questions.

Being asked a question gets your creative juices flowing in a different way than just being in your own head trying to figure out what to write.

I think back to when I was an editor at Psychology Today. A big part of my job was interviewing psychologists and neuroscientists about their research.

Usually they were more scientist than storyteller. I’d ask about a research finding, and what they’d say back was way too vague, abstract, or technical to be interesting to the average reader.

So I’d ask them to explain the scientific principles in ways ordinary readers would understand.

“What about this would blow an average person’s mind if they learned about it?” “What are you doing differently in your own life since you discovered this finding?” “What actual advice do you have for someone reading this?” “Can you think of a story from your own life that illustrates this?”

Usually they’d say something like, “Yeah, good question! A personal story, I’d have to think about that. Let me get back to you on that.”

Then I’d use my classic reporting technique: staring at them blankly. “Oh, you want me to think of one right now?” they’d say. “Gosh, I don’t know. That’s hard.”

Eventually they’d have to fill the silence. “I mean OK, there was one time back when I was a post-doc. I’m not sure if I should share this, but what the hell. So I was at the lab working late one night when I heard a knock...”

I’d keep pressing like that through the whole interview. Pushing them to be ever more concrete. “Hmm, that’s pretty abstract, I’m not sure an ordinary reader would really get what you mean. Can you think of a concrete example? For real, tell me a story from your own life.”

Pushing, waiting for an answer, not letting them off the hook. Expressing my curiosity, asking thoughtful follow-up questions, waiting patiently, and never settling for a vague or boring answer.

The scientist was always delighted to engage because they could see that I was genuinely interested in understanding their research. “You’re really interested in my work? You really think readers would be interested?” “Definitely. But we have to spell out why it’s relevant for their lives.”

My questions invited them to reach deeper. I gave them time to think deeply, make new connections, to think back and recollect stories they’d forgotten they had (or things that had happened to them that they’d never thought to tell as stories).

My attitude was: You’re a brilliant scientist. I’m happy to wait a sec while you come up with a brilliant insight.

At the end of the interview, the psychologist or neuroscientist would always say the same thing: “That was amazing. I haven’t thought about that for years! You really pushed me to think of a concrete example. I’m going to use that story for sure when I present my poster at next month’s conference. Maybe for my TED talk too. And definitely the next time I’m interviewed on TV.”

I was interviewing them for my own selfish reasons — because I needed quotes for the article I was writing. But the scientists always walked away thanking me — and it was because I’d asked thoughtful, insight-inducing questions that forced them to think in a new way.

Not to diminish my abilities as an interviewer, but it turns out AI also excels at asking thoughtful questions.

The Socratic approach to AI is a way of helping with the cold start problem: that paralyzing deer-in-headlights moment when you’re staring down the blank page.

You’re clicking and unclicking your pen, asking yourself: “What is the perfect first sentence that adequately captures the rich and hilarious history of my friendship with Tim in a tone that’s both loving and gently roasting?” It can feel almost impossible.

But being asked a question like “What’s the most embarrassing thing Tim ever did?” gets you thinking a different way. Your mind immediately starts surfacing memories and conversations.

That’s why there’s such a thing as an interview. Your mind doesn’t automatically passively produce brilliant insights at all times (though sometimes it does). But if you want to think creatively, it helps to understand that your mind responds to questions.

I might not know the answer before I’m asked, but if you ask me a question, then I’m thinking, “Oh, good question! Let me think that through. OK, here’s what I would say.” And then I give you something new I hadn’t thought about before.

If I’m interviewing a psychologist and I say, “Here’s a new finding in psychology. Can you think through what an ordinary person should do differently to improve their life based on this research,” they’re then forced to think of an answer to a question they might not have considered before. Being asked insight-inducing questions leads you to make new connections and come up with ideas you might not have had otherwise.

Writing is hard. Answering questions helps you excavate your own mind for material — the forgotten story, the funny thing you said at a cocktail party, the time you phrased something so perfectly. Talking it out by answering questions allows you to surface all those fleeting thoughts and clever locutions that flickered across your consciousness but never got captured on the page. The Socratic approach to AI is a way to retrieve the amazing material that’s already in your head, but it works just as well to ask probing questions that push you to think more deeply, make new connections, and have creative insights you wouldn’t have had just sitting there. There’s something about being asked a question by someone else that forces you to think in new ways. Things surface, ideas surface, insights come together when you’re asked questions in ways that they don’t when you’re just staring at a page and thinking, “Oh man, what should I write?” You still have to do the hard work of writing yourself — AI should never replace the creative process — but instead of starting with a blank page, you start with a rich repository of stories, examples, and details that came from your own mind, in your own voice and your own words.

Aim higher

As a writer, I’m doing the best work of my career, and the reason why is AI.

The goal isn’t to use AI as a shortcut so you can sit around while the AI does your work for you. On the contrary: like a good personal trainer, Socratic AI pushes you to aim higher and achieve more. The AI doesn’t do your writing for you. What it does do is help you stop avoiding and get to writing.

Creative struggle is still part of the process. I always do the hard part of writing myself. But now when I get stuck, instead of fleeing to Instagram and losing hours to doomscrolling, I get the AI to ask me questions so I can talk out my ideas. And once I figure out what I’m trying to say, I get straight back to writing.

My students in my AI for Writers class had the same experience. Many of them said they got more writing done in six weeks than they had in the previous year — and the AI never generated a word of their prose.

There are hundreds of ways to use AI Socratically. One is to use it as a project manager and accountability coach—to set deadlines, keep you on track, and get you to actually finish.

Ink-and-watercolor illustration of a writer working at a desk surrounded by stacks of chapter pages

“I had been stuck for years. Unable to write. I’d published nonfiction books under contract, so you’d think I could manage it — but when it came to my own writing, sitting down felt all but impossible. Now I get right to work. I’m at my desk on time. Every day. I have more than 30 rough chapters now.”

Cherryl C. AI for Writers

“My book is done within the 42-day sprint. This includes 30 poems, 30 watercolor pieces, front and back matter AND revision. Wow...just wow. How happy I am to be a part of this movement.”

Rebecca Evans AI for Writers

A hundred other ways

Illustrated overview of the Socratic approach to AI, including Socratic interviewing, memory archaeology, editorial feedback, accountability, and the rule that AI never generates your prose or ideas
A hundred other ways →

Field Notes from a Creative Frontier

A Growing Community Using AI Socratically

When I was at OpenAI leading the writing community, my job was to seek out writers, educators, and students using AI thoughtfully and ethically in the creative process. What I found was a community of brilliant, curious people who see beyond the pro-AI / anti-AI hot-take binary.

These people hold human creativity sacred, yet they see AI’s potential. They know there are parts of the process we must preserve and defend. But they also understand that AI doesn’t have to replace human creativity — that used thoughtfully, it can be a powerful tool to help us fulfill our creative potential.

What started as a handful of early adopters has now become a movement. Writers and educators across the country are learning how to use AI as a tool to support their creative work — without ever compromising their authenticity or outsourcing their creativity.

Sarah Rose Siskind
“What’s amazing to me is I do not have writer’s block anymore — like truly. I think writer’s block is the feeling of solipsism, and it is the feeling of being totally alone. And I don’t feel alone anymore because of this tool.”
Sarah Rose Siskind · Comedian and Comedy Writer
Stew Fortier
“The instinct is to say, ‘Oh, this thing just writes for us.’ But I can also prompt it to ask me questions. It can get me thinking by pulling ideas and insights out of me. What if instead of you becoming a prompt engineer, you see what it can prompt out of you?”
Stew Fortier · Writer and Founder
Ken Liu
“The amazing thing about a writers’ room is the way the intersubjectivity of working with other people multiplies your own creativity tenfold. Having the AI push you to be more original, push you to explain your idea... It allows you to get out of that ‘I’m locked in my head’ space.”
Ken Liu · Hugo Award Winner

That’s the difference: the AI that pulls ideas out of you rather than generating them.

Are you using AI in a Socratic way?

Here’s my litmus test for whether someone’s AI use is Socratic:

Does the way you’re using AI make you think less, or think more? Does using AI get less of yourself onto the page — or more?

The bright line

AI never generates your prose, and it never generates your ideas either. That’s the Socratic AI rule.

Using AI to outsource idea generation is arguably even more insidious than using it to produce writing. Using AI in a Socratic way means the AI never writes your draft for you, nor does it hand you prefab story ideas, or a thesis statement you can use for your essay, or a set of bullet points to write from. The AI is there to push you to reach deeper and aim higher, not to do your thinking for you.

I never let AI think for me and I never let it write for me.

“Jay’s process does not allow generative writing. These are all my own words.”

Jaime Glasser AI for Writers

Why This Matters

Refusing to engage with AI won’t make it go away. It just means we’re ceding the conversation to people who treat AI as a content factory.

If you hold creativity sacrosanct but want to explore AI’s possibilities... If you wince at AI slop but refuse to surrender the fight to growth hackers... If you believe AI should support human creativity, not outsource it... then you’re in the right place.

The best way to defend human authenticity is for us to be the ones who shape how people use AI — and guide others toward using it in ways that honor human creativity.

The Socratic AI Substack

Pro AI. Anti slop.

My own writing on Substack: ideas, techniques, examples, and field notes about a better way to use AI — as a thinking partner, not a content generator — to push you to aim higher, think better, and do your best creative work.

For writers, thinkers, and educators who refuse to outsource their thinking to a machine.

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