Daniel, thanks for sharing your thoughts. My initial focus will be in public datasets (e.g. Imagnet). People are already making their code and results available online through different mediums. However, I&#x27;m hoping having a specialized platform where you can share your whole environment will improve discoverability and reproducibility which should have great impact in collaboration as well.