Reviewing for @umapconf.bsky.social, after a bit of a hiatus in academia. Loving the use of LLM in the various papers, but at the same time worried about reproducibility of the studies. Especially when LLMs are used to adapt system aspects users interact with. Anyone wondering how to deal with this?