generative ai is a subset of procedural generation algorithms. specifically it’s a procedural algorithm with a massive amount of weight parameters, on the order of hundreds of billions. you get the weights by training. for image generation (which i’m assuming is what was in use here), the term to look up is “latent diffusion”. basically you take all your training images and blur them step by step, then set your weights to mimic the blur operation. then when you want an image you run the model backwards.
Yeah, that was my understanding of things too. What I’m curious about is how the Indie Game awards define it. Because if games that use ((Procedural Generation) AND NOT (Generative AI)) are permitted, then that would surely require a way of cleanly delineating between Generative AI and the rest of procedural generation that exists beyond generative AI
most procedural algorithms don’t require training data, for one. they can just be given a seed and run. or rather, the number of weights is so minimal that you can set them by hand.
generative ai is a subset of procedural generation algorithms. specifically it’s a procedural algorithm with a massive amount of weight parameters, on the order of hundreds of billions. you get the weights by training. for image generation (which i’m assuming is what was in use here), the term to look up is “latent diffusion”. basically you take all your training images and blur them step by step, then set your weights to mimic the blur operation. then when you want an image you run the model backwards.
Yeah, that was my understanding of things too. What I’m curious about is how the Indie Game awards define it. Because if games that use ((Procedural Generation) AND NOT (Generative AI)) are permitted, then that would surely require a way of cleanly delineating between Generative AI and the rest of procedural generation that exists beyond generative AI
most procedural algorithms don’t require training data, for one. they can just be given a seed and run. or rather, the number of weights is so minimal that you can set them by hand.