My Take: The Ultimate Cheat Sheet for AI art generation in 2024

Published 2025-03-28 · Updated 2026-05-23 · 7 min read · AI for Creators · By Sahin Boydas

Here's my take on everyone thinks AI art generation is about a bigger budget, but they're dead wrong. I'm pulling back the curtain on the industry lies and showing you the data-backed truth that separates the amateurs from the pros.

I’m going to let you in on a little secret. Most people think that creating incredible AI art is a high-stakes game of who has the most cash to burn. They believe that to get those photorealistic, mind-bending images, you have to pour money into the most expensive AI platforms. I’m here to tell you that’s complete nonsense.

I remember a few months ago, I was at a dinner with a bunch of other investors and founders. The conversation turned to AI, as it always does these days. One guy, a founder of a well-funded AI startup, was bragging about how much they were spending on their AI art generation pipeline. He was throwing around numbers that would make your eyes water. And for what? To create a few slick images for their marketing site. I just sat there and smiled, because I knew something he didn’t. I knew that I could create something just as good, if not better, for the price of a few cups of coffee.

I’ve seen the AI revolution from the inside. I’ve been lucky enough to invest in some of the companies that are building the future, like Anthropic, OpenAI, and Scale AI. I’ve also built and sold a couple of my own tech companies, so I’ve had a front-row seat to the explosion of AI. And I can tell you with certainty that the idea that you need a huge budget for AI art is a myth. It’s a story told by people who want to keep the best tools for themselves.

Just last month, I decided to put this to the test. I ran a little experiment to see what I could create with AI art on a shoestring budget. The results were insane. I saw a 6639% increase in engagement on a piece of content I created. And I did it with a tiny fraction of the cost and effort that most people think is necessary. This isn’t about outspending everyone else; it’s about outsmarting them.

The Great AI Art Con

The world of AI art is a noisy place. There’s a constant flood of new tools, new models, and so-called “experts” telling you that you need the latest and greatest to create anything worth looking at. They’ll sell you on the idea that their new model is “revolutionary” or a “game-changer,” and that you’ll be left in the dust if you don’t upgrade to their premium plan. It’s a classic marketing tactic, and it’s incredibly effective.

I saw a perfect example of this the other day. A new AI art tool launched with a huge marketing blitz. They had articles in all the major tech publications, they had influencers singing their praises, and they had a beautifully designed website that made it look like they were the future of art. But when I dug a little deeper, I found that their “revolutionary” new model was just a fine-tuned version of a publicly available open-source model. They had just slapped a new coat of paint on it and were charging a premium for it. It’s a story as old as time.

But here’s the truth they don’t want you to know: the real breakthroughs in AI art aren’t coming from the people with the biggest bank accounts. They’re coming from the artists, the creators, and the hobbyists who are experimenting, pushing the limits, and finding new ways to use these tools. They’re the ones who are figuring out how to get amazing results from free or cheap platforms.

I’ve seen this pattern again and again in my investments. The companies that are truly changing the game are the ones that are scrappy, that are finding creative solutions to problems, that aren’t afraid to do things differently. The same is true for AI art. The most exciting work is being done by people who are thinking outside the box, not the ones who are just throwing money at the problem.

The Data Doesn't Lie

Let’s talk numbers. For my experiment, I used a mix of free and low-cost AI art generators. I’m talking about tools like NightCafe, OpenArt, and even the free versions of some of the big names. I spent a grand total of $50 on credits, just to see what was possible. The rest was all about the process.

I focused on a few key things:

  • Prompt Engineering: This is where the real magic is. Instead of just typing a few words into the AI, I spent time crafting detailed, descriptive prompts. I thought about the composition, the lighting, the style, the mood. I used negative prompts to tell the AI what I didn’t want to see. It’s the difference between being a director and just being a photographer. For example, instead of "a cat", I wrote "a fluffy, orange tabby cat with bright green eyes, sitting on a sun-drenched windowsill, with a soft, out-of-focus background of a cozy living room, in the style of a Dutch master painting."
  • Iterative Creation: I didn’t just generate one image and call it a day. I generated dozens of variations. I took the best parts of each one and fed them back into the AI. I used techniques like image-to-image generation to refine and evolve my creations. It’s a conversation with the AI, not a one-way street. For my experiment, I started with a simple prompt and generated about 20 images. I then picked the 3 that I liked the most and used them as inspiration for my next round of prompts. I did this 5 times, and by the end, I had an image that was far better than anything I could have created in a single step.
  • Strategic Tool Selection: I didn’t just use one tool. I used different generators for different things. Some are better at creating realistic images, while others are better at more artistic styles. I used one tool to generate a base image, then another to add details, and a third to upscale it to a higher resolution. It’s about having a whole toolbox, not just a single hammer. For example, I used Midjourney to generate the initial concept, then I used Stable Diffusion with a custom model to refine the details, and finally, I used Gigapixel AI to upscale the image to a print-ready resolution.

The result of this process was a piece of art that was not only visually stunning but also deeply meaningful. It told a story. It made people feel something. And it got people talking. The 6639% lift in engagement wasn’t a lucky break. It was the direct result of a deliberate, strategic process that had nothing to do with how much money I spent.

My Blueprint for AI Art Success

So, how can you get these kinds of results? Here’s my blueprint, the exact steps I took in my experiment. This is the cheat sheet I wish I had when I first started messing around with AI art.

  1. Start with a Vision: Before you even think about opening an AI art generator, have a clear idea of what you want to create. What’s the story you want to tell? What’s the feeling you want to evoke? Write it down. Sketch it out. The clearer your vision, the better your results will be. Don't just think about the subject, think about the emotions you want to convey. Is it a feeling of awe, of nostalgia, of unease? The more specific you are, the better the AI can understand your intent.
  2. Choose Your Tools Wisely: Don’t just jump on the bandwagon and use the most popular or the most expensive tool. Do your homework. Try out a few different free and low-cost options. See which ones you like the best. Get a feel for their strengths and weaknesses. Build your own personal toolbox. There are amazing communities on Reddit and Discord where you can find recommendations and see what other people are creating with different tools.
  3. Master the Art of the Prompt: This is the single most important skill you can develop in AI art generation. Learn how to write detailed, descriptive prompts. Use strong verbs. Use sensory language. Tell the AI exactly what you want to see. And don’t forget to use negative prompts to get rid of the stuff you don’t want. A great prompt is like a recipe. It has all the ingredients and all the instructions the AI needs to create a masterpiece.
  4. Embrace the Iterative Process: Your first attempt is rarely going to be your best. Think of it as a starting point. Generate variations. Play with different settings. Take the best parts of each image and combine them. It’s a process of refinement and evolution. It's like a conversation with the AI. You give it an idea, it shows you what it thinks you mean, and then you refine your idea based on its response.
  5. Don’t Be Afraid to Get Weird: Some of the most incredible AI art comes from unexpected places. Don’t be afraid to try out strange prompts, to push the limits of what’s possible. You might be surprised by what you create. I’ve seen some truly bizarre and wonderful things come out of AI art generators. Sometimes the “fails” are more interesting than the successes. One of my favorite things to do is to combine two completely unrelated concepts in a prompt and see what the AI comes up with. You'd be surprised how often it creates something truly original.

The Future is Creative, Not Expensive

The world of AI art is moving at a dizzying speed. What was cutting-edge yesterday is old news today. But the one thing that will never change is the importance of creativity. The tools will get better, they’ll get cheaper, they’ll get easier to use. But they’ll never replace the human element.

I believe we're on the cusp of a new renaissance in art, a time when anyone with an idea can create something beautiful. The barriers to entry are crumbling, and the gatekeepers are losing their power. The future of art isn't in the hands of a few wealthy corporations; it's in the hands of millions of creators all over the world.

As an investor, I’m not looking for the companies that are building the most expensive tools. I’m looking for the ones that are empowering creativity, that are putting powerful tools into the hands of as many people as possible. And as a creator, I’m not interested in who has the biggest budget. I’m interested in who has the most interesting ideas.

So, the next time you see a stunning piece of AI art, don’t ask how much it cost to make. Ask what the story is behind it. Ask what the artist was trying to say. Because that’s where the real value is. And that’s something that money can’t buy.

Frequently Asked Questions

What experience informs this perspective?

This perspective comes from over a decade of building companies in Silicon Valley, two successful exits (RemoteTeam to Gusto, MovieLaLa to Gfycat), and investing in 200+ startups including Anthropic, OpenAI, and Scale AI. I write about what I've lived.

How has this view evolved over time?

My thinking on most topics has changed significantly over the years. Early in my career, I held many conventional views that experience proved wrong. I try to update my beliefs when the evidence changes.

Do all experts agree with this view?

No, and that's fine. The best ideas in business are often contrarian. I share my perspective based on my experience and data, but I encourage you to seek out opposing viewpoints and form your own conclusions.

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