I could have built a normal stock photo business.
Commission AI images, paywall them, charge per download. Getty and Shutterstock proved the model works. AI generation just makes the margins obscene — nearly zero cost to produce, full stock pricing to access.
I built the opposite. Every image is free. No watermarks. No mandatory sign-up. Commercial use included. The API is open. If you submit a brief, your images join a shared library that helps the next person searching for that vibe.
Here's why.
The economics changed
Traditional stock photography was scarce by nature. Someone flew to Iceland, hired models, rented equipment. That image was unique. Controlling access and charging for it made sense.
AI generation broke that. The cost of one more image is nearly zero. Manufacturing scarcity on top of that is just rent-seeking. Some platforms do it anyway — generate cheaply, sell at stock prices. The margins are enormous and the friction is artificial.
I think that's a losing game. When scarcity is manufactured, someone will eventually compete it away. I'd rather build the abundant model from day one.
The commons is the product
When someone submits a brief, the images don't just go to them. They join a shared library. Their "morning skincare ritual" brief helps the next wellness brand. Someone else's "Mediterranean golden hour" brief might be exactly what they need next quarter.
This creates a flywheel. More briefs mean more images. More images mean better search results. Better search means more users. More users mean more briefs. The library evolves toward actual demand instead of what a stock agency guessed people might want.
Exclusivity exists for brands that need it — pay a premium, your images stay private. But open is the default. Hoarding is the exception.
Generate once, share forever
There's an efficiency argument too. Most AI image services generate on demand. You prompt, compute runs, energy burns. A million people wanting "sunset over mountains" means a million generation runs.
OKSLOP generates once and serves from a CDN forever. One image, one generation, a million downloads. That's why free at real quality levels works without anyone going broke. It's also materially less wasteful than per-user generation.
What this doesn't fix
I'm not pretending "we share freely" resolves the real tensions around AI images. Training data consent is a real question. Photographer displacement is real. A free library replacing paid stock is still displacement, whether open or closed.
Openness answers one specific question: given that these images exist, hoard them or share them? I think shared. A commons that 1,000 AI artists contribute to, that anyone can access, builds something more valuable than artificial scarcity designed to extract per-click revenue.
The bet
This is a bet on abundance. Free access expands the market more than premium pricing captures margin. Network effects outweigh control. A growing commons creates more value than a static catalog.
Developers build on a platform that doesn't charge per API call. Designers recommend a tool that doesn't paywall quality. Brands contribute to a commons that gives back.
That's the decision. So far it's working.
Browse the library at okslop.com — free, no account required. If you need images for a specific direction, write a brief and 1,000 AI artists will have your back.
Keep reading: What happened after Unsplash, how to write a brief


