Fabian Theis's long-term vision is to apply reinforcement learning throughout the laboratory experimentation loop, although he says this remains a distant goal and progress is gradual.

“And, you know, obviously the, the ultimate vision being that we want to RL everything. We want to do RL also in, in, in, in this loop. It's a bit out there, but you know, I think we're, we're slowly getting there.”