Comment by glup

Yes! This seems to be a really neat combination of 2010's Bayesian cleverness / Tenenbaumian program search approaches with the LLMs as merely sources of high-dim conditional distributions. I knew people were experimenting in this space (like https://escholarship.org/uc/item/7018f2ss) but didn't know it did so well wrt these new benchmarks.