Posting this link here as relevant to the Machine Learning data stack. This effort is motivated by fragmentation of APIs used in TensorFlow, PyTorch and other ML & data analysis stacks. Their approach is partly inspired by the C++ standardization process.

https://data-apis.org/blog/announcing_the_consortium/
An initiative to develop API standards for n-dimensional arrays and dataframes