The speaker's ultimate goal is to improve perturbation prediction, which the speaker says people currently understand as a virtual cell.

“Yeah. I m- I mean, you know, the, the ultimate thing of course we wanna do is we wanna be doing this perturbation prediction better 'cause that's sort of what people nowadays understand by virtual cell, right? And- For this, I would not claim that pure representation learning is the right way to go.”