[vlovich123]

I agree. As I was trying to imply, I think if you integrated this structure into OpenAI’s or Claude’s stack, you’d get a vastly cheaper model that’s significantly faster with similar task performance (modulo the structural task performance parts that are hard to port to this new architecture). The point about quality was also intended to temper some of the excitement about the scores published on the page.