This might be the most dangerous 37 pages in AI right now.

Cambridge and NVIDIA just dropped the blueprint for agents that improve themselves, with no human in the loop.

This is the leap every lab is racing toward: an AI that rewrites itself and gets sharper every run.

Bookmark it before it's everywhere. Loop engineering guide below.