https://gradio.app/blog/missing-contracts
Machine Learning Models are Missing Contracts
Why pretrained machine learning models are often unusable and irreproducible — and what we can do about it.
By Abubakar Abid
“We need to provide contracts that make it clear to users what input data are valid for our models. Otherwise… Systems built on top of machine learning models will fail…. What can be done? I have two suggestions… “