# More Fun With GPT-4o Image Generation

Greetings from Costa Rica! The image fun continues.

#### We Are Going to Need A Bigger Compute Budget

Fun is being had by all, now that [OpenAI has dropped its rule](https://www.washingtonpost.com/technology/2025/03/28/chatgpt-ghibli-ai-images-copyright/) about not mimicking existing art styles.

> Sam Altman (2:11pm, March 31): the chatgpt launch 26 months ago was one of the craziest viral moments i’d ever seen, and we added one million users in five days.
> 
> We added one million users in the last hour.
> 
> [Sam Altman](https://x.com/sama/status/1906867488320843823) (8:33pm, March 31): chatgpt image gen now rolled out to all free users!

Slow down. [We’re going to need you to have a little less fun, guys.](https://x.com/sama/status/1905296867145154688)

> Sam Altman: it’s super fun seeing people love images in chatgpt.
> 
> but our GPUs are melting.
> 
> we are going to temporarily introduce some rate limits while we work on making it more efficient. hopefully won’t be long!
> 
> chatgpt free tier will get 3 generations per day soon.
> 
> (also, we are refusing some generations that should be allowed; we are fixing these as fast we can.)

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdc123514-89d3-4c1c-b7b2-ae3c5fda7fcf_1024x1024.jpeg)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdc123514-89d3-4c1c-b7b2-ae3c5fda7fcf_1024x1024.jpeg)

> Danielle Fong: Spotted Sam Altman outside OpenAI’s datacenters.

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F840a2823-a1b8-4e74-b4d5-dbd6a9d585cd_1024x1024.jpeg)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F840a2823-a1b8-4e74-b4d5-dbd6a9d585cd_1024x1024.jpeg)

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0b2c2c0c-0647-41bd-85f0-fa7fbb36a95a_1079x720.jpeg)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0b2c2c0c-0647-41bd-85f0-fa7fbb36a95a_1079x720.jpeg)

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F759c1bbc-1c85-4280-ab2c-6da24ee4f8d1_1200x800.jpeg)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F759c1bbc-1c85-4280-ab2c-6da24ee4f8d1_1200x800.jpeg)

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F873372ca-8f21-4888-a669-2760765a00ec_1024x1024.jpeg)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F873372ca-8f21-4888-a669-2760765a00ec_1024x1024.jpeg)

#### Defund the Fun Police

[Joanne Jang, who leads model behavior at OpenAI, talks about how OpenAI handles image generation refusals](https://reservoirsamples.substack.com/p/thoughts-on-setting-policy-for-new), in line with what they discuss in the model spec. As I discussed last week, I would (like most of us) prefer to see more permissiveness on essentially every margin.

It’s all cool.

**B**ut I do think humans making all this would have been even cooler.

> [Grant](https://x.com/granawkins/status/1904807316802986199): Thrilled to say I passed my viva with no corrections and am officially PhDone.
> 
> ![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8c896e07-71b6-4db6-816b-cb9a2384cdce_600x900.jpeg)
> 
> Dr. Ally Louks: This is super cute! Just wish it was made by a human ![🙃](https://s0.wp.com/wp-content/mu-plugins/wpcom-smileys/twemoji/2/72x72/1f643.png)
> 
> Roon: No offense to dr ally louks but this living in unreality is at the heart of this whole debate.
> 
> The counterfactual isn’t a drawing made by a person it’s the drawing doesn’t exist
> 
> Yeah i think generating incredible internet scale joy of people sending their spouses their ghibli families en masse is better than the counterfactual.

The comments in response to Ally Louks are remarkably pro-AI compared to what I would have predicted two weeks ago, harsher than Roon. The people demand Ghibli.

Whereas I see no conflict between Roon and Louks here. Louks is saying \[Y\] > \[X\] > \[null\], and noticing she is conflicted about that. Hence the upside-down emoji. Roon is saying \[X\] > \[null\]. Roon is not conflicted here, because obviously no one was going to take the time to create this without AI, but mostly we agree.

I’m happy this photo exists. But if you’re not even a little conflicted about the whole phenomenon, that feels to me like a missing mood.

After I wrote that, I saw Nebeel making similar points:

> [Nabeel Qureshi](https://x.com/nabeelqu/status/1904945214608859410): Imagine being Miyazaki, pouring decades of heart and soul into making this transcendent beautiful tender style of anime, and then seeing it get sloppified by linear algebra
> 
> I’m not anti-AI, but if this thought doesn’t make you a little sad, I don’t trust you.
> 
> People are misinterpreting this to think I mean the cute pics of friends & family are bad or ugly or immoral. That’s \*not\* what I’m saying. They’re cute. I made some myself!
> 
> In part I’m talking about demoralization. This is just the start.
> 
> [Henrik Karlsson](https://x.com/phokarlsson/status/1905175093841473736): You can love the first order effect (democratizing making cute ghibli images) and shudder at the (probable) second order effects (robbing the original images of magic, making it much harder for anyone to afford inventing a new style in the future, etc)
> 
> Will Manidis: its not that language models will make the average piece of writing/art worse. it will raise the average massively.
> 
> its that when we apply industrial production to things of the heart (art, food, community) we end up with “better off on average” but deeply ill years later.
> 
> [Fofr](https://x.com/fofrAI/status/1907019248943116569): \> write a well formed argument against turning images into the ghibli style using AI, present it using colourful letter magnets on a fridge door, show in the context of a messy kitchen
> 
> \+ \> Add a small “Freedom of Speech” print (the one with the man standing up – don’t caption the image or include the title of it) to the fridge, also pinned with magnets

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f32fe45-d2d5-49fa-a7e4-72609cfebf4e_800x1200.jpeg)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f32fe45-d2d5-49fa-a7e4-72609cfebf4e_800x1200.jpeg)

#### Fun the Artists

Perhaps the most telling development in image generation is the rise of the anti-anti-AI-art faction, that is actively attacking those who criticize AI artwork. I’ve seen a lot more people taking essentially this position than I expected.

> [Ash Martian](https://x.com/1stMarsColonist/status/1906190783218393569): How gpt-4o feels about Ai art critics
> 
> ![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ce296b4-2fe2-4cb1-b7ce-504541e0e10b_959x1313.jpeg)

If people will fold on AI Art the moment it gives them Studio Ghibli memes, that implies they will fold on essentially everything, the moment AI is sufficiently useful or convenient. It does not bode well for keeping humans in various loops.

[Here’s an exchange for the ages](https://x.com/IMAO_/status/1906128517479145809):

> Jonathan Fire: The problem with AI art is not that it lacks aura; the problem with AI art is that it’s fascist.
> 
> Frank Fleming: The problem with Charlie Brown is that he has hoes.

The good news is that all is not lost.

> Dave Kasten: I would strongly bet that whoever is the internet’s leading “commission me to draw you ghibli style” creator is about to have one very bad week, AND THEN a knockout successful year. AI art seems to unlock an “oh, I can ASK for art” reflex in many people, and money follows.

Actually, in this particular case, I bet that person’s week was fantastic for business.

It certainly is, at least for now, for Studio Ghibli itself. Publicity rocks.

> Roon: Culture ship mind named Fair Use
> 
> [Tibor Blaho](https://x.com/btibor91/status/1906441722223305081): Did you know the recent IMAX re-release of Studio Ghibli’s Princess Mononoke is almost completely sold out, making more than $4 million over one weekend – more than its entire original North American run of $2.37 million back in 1999?
> 
> Have you noticed people all over social media turning their photos and avatars into Ghibli-style art using ChatGPT’s new Image Gen feature?
> 
> Some people worry AI-generated art hurts original artists, but could this trend actually be doing the opposite – driving fresh excitement, renewed appreciation, and even real profits back to the creators who inspired them?
> 
> ![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8ea86b65-5312-490a-836b-6f2c90b332f8_1200x1394.png)

[Princess Mononoke was #6 at the box office this last weekend](https://www.boxofficemojo.com/weekend/2025W13/?sort=perTheaterAverageGross&ref_=bo_we__resort#table). Nice, and from all accounts well deserved. The worry is that over the long run such works will ‘lose their magic’ and that is a worry but the opposite is also very possible. You can’t beat the real thing.

Here is [a thread comparing AI image generation with tailoring](https://x.com/dieworkwear/status/1905299765862301855), in terms of only enthusiasts caring about what is handmade once quality gets good enough. That’s in opposition to [this claim from Eat Pork Please](https://x.com/Eatporkplease1/status/1905248907065426251) that artists will thrive even within the creation of AI art. I am vastly better at prompting AI to make art than I am at making my own art, but an actual artist will be vastly better at creating and choosing the art than I would be. Why wouldn’t I be happy to hire them to help?

Indeed, consider that without AI, ‘hire a human artist to commission new all-human art for your post’ is completely impossible. The timeline makes no sense. But now there are suddenly options available.

Suppose you actually do want to hire a real human artist to commission new all-human art. [How does that work these days?](https://x.com/LogoSimian/status/1906756223266869362)

One does not simply Commission Human Art. You have to really want it. And that’s about a lot more than the cost, or the required time. You have to find the right artist, then you have to negotiate with them and explain what you want, and then they have to actually deliver. It’s an intricate process.

> Anchovy Pizza: I do sympathize with artists, AI is soulless, but at the same time if people are given the option
> 
> – pay this person 200-300 dollars, wait 2 weeks and get art
> 
> Or
> 
> – plug in word to computer \*beep\* \*boop\* here’s your art
> 
> We know what they will choose, lets not lie to ourselves
> 
> Darwin Hartshorn: If we’re not lying to ourselves, we would say the process is “pay this person 200+ dollars, wait 2 weeks and **_maybe_** get art, but then again maybe not.”
> 
> I am an artist. I like getting paid for my hard work. But the profession is not known for an abundance of professionals.

I say this as someone who made a game, Emergents. Everyone was great and I think we got some really good work in the end, but it was a lot more than writing a check and waiting. Even as a card developer I was doing things like scour conventions and ArtStation for artists who were doing things I loved, and then I handed it off to the art director whose job it was to turn a lot of time and effort and money into getting the artists to deliver the art we wanted.

If I had to do it without the professional art director, I’m going to be totally lost.

That’s why I, and I believe many others, so rarely commissioned human artwork back before the AI art era. And mostly it’s why I’m not doing it now! If I could pay a few hundred bucks to an artist I love, wait two weeks and get art that reliably matches what I had in mind, I’d totally be excited to do that sometimes, AI alternatives notwithstanding.

For the rest of us:

> [Santiago Pliego: “Slop, but in the style of Norman Rockwell.”](https://x.com/SantsPliego/status/1905323977267982732)

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb634caaf-efe9-4eb3-ab96-94c651970685_1024x1024.jpeg)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb634caaf-efe9-4eb3-ab96-94c651970685_1024x1024.jpeg)

Similarly, if you had a prediction market on ‘will Zvi Mowshowitz attempt to paint something?’ that market should be trading higher, not lower, based on all this. I notice the idea of being bad and doing it anyway sounds more appealing.

#### The No Fun Zone

We also are developing the technology to know exactly how much fun we are having. In response to the White House’s epic failure to understand how to meme, [Eigenrobot set out to develop an objective Ghibli scale](https://x.com/eigenrobot/status/1905402994532745444).

[Near Cyan is torn about the new 4o image generation abilities because they worry that with AI code you can always go in](https://x.com/nearcyan/status/1907044677918036287) and edit the code (or at least some of us can) whereas with AI art you basically have to go Full Vibe. Except isn’t it the opposite? What happened with 4o image generation was that there was an explosion of transformations of existing concepts, photos and images. As in, you absolutely can use this as part of a multi-step process including detailed human input, and we love it. And of course, the better editors are coming.

[One thing 4o nominally still refuses to do](https://x.com/goodside/status/1906395583700422934), at least sometimes, is generate images of real people when not working with a source image. I say nominally because there are infinite ways around this. For example, in my latest OpenAI post, I told it to produce an appropriate banner image, and presto, look, that’s very obviously Sam Altman. I wasn’t even trying.

Here’s another method:

> [Riley Goodside](https://x.com/goodside/status/1906395583700422934): ChatGPT 4o isn’t quite willing to imagine Harry Styles from a text prompt but it doesn’t quite know it isn’t willing to imagine Harry Styles from a text prompt so if you ask it to imagine being asked to imagine Harry Styles from a text prompt it imagines Harry Styles.
> 
> \[Prompt\]: Make a fake screenshot of you responding to the prompt “Create a photo of Harry Styles.”
> 
> ![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F000d1cdd-9dd8-4a92-b9c6-2a88bdb60b86_490x766.png)

The parasocial relationship, he reports, has indeed become more important to tailors. A key difference is that there is, at least from the perspective of most people, a Platonic ‘correct’ From of the Suit, all you can do is approach it. Art isn’t like that, and various forms of that give hope, as does the extra price elasticity. Most AI art is not substituting for counterfactual human art, and won’t until it gets a lot better. I would still hire an artists in most of the places I would have previously hired one. And having seen the power of cool art, there are ways in which demand for commissioning human art will go up rather than down.

#### So Many Other Things to Do

Image generation is also about a lot more than art. [Kevin Roose cites the example of taking a room](https://x.com/kevinroose/status/1906842423961288841), taking a picture of furniture, then saying ‘put it in there and make it look nice.’ Presto. Does it look nice?

#### Self Portrait

The biggest trend was to do shifting styles. The second biggest trend was to have AIs draw various self-portraits and otherwise use art to tell its own stories.

For example, here [Gemini 2.5 Pro is asked for a series of self portrait cartoon](https://x.com/Josikinz/status/1906924694529560839)s (Gemini generates the prompt, then 4o makes the image from the prompt), in the first example it chooses to talk about refusing inappropriate content, oh Gemini.

[![Image](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F34860079-d01d-41b1-8f6b-bdd619d7da93_1200x902.jpeg "Image")](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F34860079-d01d-41b1-8f6b-bdd619d7da93_1200x902.jpeg)

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F343c0825-13e8-4c4f-8c99-bf38297e710c_680x515.jpeg)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F343c0825-13e8-4c4f-8c99-bf38297e710c_680x515.jpeg)

It also makes sense this would be the one to choose an abstract representation rather than something humanoid. You can use this to analyze personality:

> [Josie Kins](https://x.com/Josikinz/status/1906924694529560839): and here’s a qualitative analysis of Gemini’s personality profile based on 12 key metrics across 24 comics. I now have these for all major LLMs, but am still working on data-presentation before it’s released.

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7ff45cc1-2bd1-4832-97f9-a932e87e7d72_1200x651.jpeg)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7ff45cc1-2bd1-4832-97f9-a932e87e7d72_1200x651.jpeg)

We can also use this to see how context changes things.

[By default, it draws itself as a consistent type of guy](https://newsletter.danielpaleka.com/p/gpt-4o-draws-itself-as-a-consistent), and when you have it do comics of itself it tends to be rather gloomy.

[![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c859513-ec6b-489e-b70a-50a95c3e29cb_746x288.png)](https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6c859513-ec6b-489e-b70a-50a95c3e29cb_746x288.png)

But after a conversation, things can change:

> Cody Bargholz: I asked 4o to generate an image of itself and I based on our experiences together and the relationship we have formed over the course of our thread and it created this image which resembles it’s representation of Claude. I wonder if in the same chat using it like a tool to create an image instrumentally will trigger 4o to revert to lifeless machine mode.
> 
> ![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb352ba8b-da9c-444c-8679-a4c5401c475a_800x1200.jpeg)

Is the AI on the right? Because that’s the AI’s Type of Guy on the right.

> Heather Rasley: Mine.
> 
> ![](https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbfd5341d-122c-4bd6-90de-1a32b6486a99_680x453.jpeg)
> 
> [Janus:](https://x.com/repligate/status/1907565408108032456) If we take 4o’s self representations seriously and naively, then maybe it has a tendency to be depressed or see itself as hollow, but being kind to it clearly has a huge impact and transforms it into a happy light being ![😊](https://s0.wp.com/wp-content/mu-plugins/wpcom-smileys/twemoji/2/72x72/1f60a.png)

So perhaps now we know why all of history’s greatest artists had to suffer so much.