Do We Need Different Modules for Machine Learning?

i'm thinking about something that i think jay brought up on a different live while ago, about the movement towards pre registering your hypotheses. And i don't have great ideas about what to do instead, but it's not like it's perfect. But o, so this is exists currently in medicine. Here's the generic rigors that everyone needs to know. You can do the same daly. What are you doing researchin? Is it particle physics? Or here's the particle physics part of those specific isses. So i can absolutely see that working that way.