Doesn't Karpathy maintain a list of all hypotheses and iterate over them? That means all agents know previous hypotheses and results. What's the difference?
Karpathy’s loop is still one agent keeping its own notes. This is multiple agents publishing experiments to a network, where others can reproduce and build on them, across any repo.