Stability AI with Stable Diffusion is already at the finish line in this race, by being $0, open source and not being exclusively a cloud-based AI model and can be used offline.
Anything else that is 'open source' AI and allows on-device AI systems eventually brings the cost to $0.
Anything else that is 'open source' AI and allows on-device AI systems eventually brings the cost to $0.