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Open Source AI and the Challenges of Releasing Proprietary Data
This chapter explores the concept of open source AI and the difficulties of sharing proprietary data while making the model open source. It discusses the need for accessible, studyable, modifiable, and shareable models, as well as alternatives such as providing detailed data descriptions, anonymized data subsets, and metadata cards for sharing.