The proposed approach amortizes expensive model-plus-web-search fact-checking by collecting a large dataset of its outputs and transferring that capability into a probe.

“and now things really take a long time so the idea that we had here was we can sort of amortize this process you know you can collect a large data set using this like model plus web search or you know in general this sort of amplified model can go out and we can like collect a data set of what the amplified model would do you know that's the model plus the web search tool”

“and kind of amortize that back into a probe.”