I worry about ML papers in particular. models are closely guarded, often impractical to train independently due to ownership of the training/test set, or comput

I worry about ML papers in particular. models are closely guarded, often impractical to train independently due to ownership of the training/test set, or computing power or details left out of the paper. there's no way to mathematically prove any of it works, either. it's like social science done on organisms we've designed.