Clarification [0] by the authors. In short: no, you can't.

[0] https://x.com/GladiaLab/status/1983812121713418606

Thanks - seems like I'm not the only one who jumped to the wrong conclusion.

I also thought this when I read the abstract. input=prompt output=response does make more sense.