I haven't looked closely enough at his autoresearch stuff to know how similar it is. From what I have seen the quality of output is directly tied to the quality

I haven't looked closely enough at his autoresearch stuff to know how similar it is. From what I have seen the quality of output is directly tied to the quality of the request, a human can only read and understand some finite amount of material in a day, so maintaining enough understanding to ask quality questions becomes the limiting factor. What are the priorities you want to move faster on?