Uh you want to evaluate whether a change uh like actually improve the system or not. So there'll be some peripheral components of recursive sub improvement that will slow the overall progress down. So it just doesn't it doesn't mean you have an instant intelligence explosion. The implementation of that will take time. However, once you have AI systems that can improve the the research cycle, uh you get a massive compression of the innovation cycle and that's what we're seeing with the time scale going from years between models
However, once you have AI systems that can improve the the research cycle, uh you get a massive compression of the innovation cycle and that's what we're seeing with the time scale going from years between models