We have lots of capable open weights models, but very few have actual datasets and pipelines open for reproducibility. This is a major issue that even if big companies addressed, policies could well just change, as you also acknowledge.
Society can't depend on the whims of the private sector.
Society can't depend on the whims of the private sector.