Comment by Karthik Tadepalli

Internal model transparency is a minimum viable form of research transparency: instead of sharing every innovation, labs share only the finished artifact – the model itself. And while AI 2040 argues for this transparency to be total, to all members of the public, I suggest the more modest version where this transparency is extended mainly to other labs, and possibly to trusted third-party evaluators.