Epoch AI is a data-first research nonprofit that publishes free datasets on the inputs and outputs of AI development: training compute, model characteristics, GPU clusters, chips, data centers and benchmark results. This guide is for researchers, analysts and policy staff who need to know which Epoch dataset answers which question, how to read its confidence…