The title is the exact question I asked myself when I built "proof: the rare camera". When I started, I had dozens of ideas floating around, but the one that stuck came from a stupid but hilarious chatbot I made called Glizzy Me. In my mind it's still the funniest chatbot on the market and guaranteed to make you laugh every time.
But something interesting happened while I was using it. I realized I wasn't really chatting with it; I was performing for it. Every time I talked to the bot I was crafting messages purely to get a reaction, to make it say something wild enough to screenshot and send to friends. It wasn't about companionship. It was about provoking the machine.
Then I started feeding it pictures of friends, celebrities, anything, just to see how it would react. That was when a thought hit. Images are the easiest way to get a reaction out of AI right now.
AI models have seen billions of images. They're trained to recognize patterns and spot what's common. So I asked myself: what if a camera did the opposite? What if it judged how unique your moment is, how much it deviates from everything it's ever seen?
That's how proof was born. Every photo you take gets scored for rarity, a measure of how much it surprises the machine. It's a camera that asks, "AI has seen billions of pictures. Can you still surprise it?" Everything else in the app, the balance, the pool, the competition, is there to make that question repeatable. But the core mechanic is simple. AI has seen everything. Show it something it hasn't.
I think this points toward where new social networks are headed. We've spent a decade chasing human validation through likes, comments, and followers. Maybe the next era is about machine validation first, with human reactions coming downstream of that.
That might sound cold, but I actually think it's freeing. On Instagram I'd never post most of the things I take pictures of because those platforms are about looking good. proof isn't about that. It's about surprising an algorithm.
I'm not trying to look attractive or funny or rich. I'm just trying to trigger a reaction from a machine that's seen everything. And that somehow feels a lot more honest.