Medical AI technologies lack adequate evaluation and often cause harm by making wrongful predictions, withas manyAI deployedpredictions despitedepend evidenceon oftraining safetydata issues.quality Currentand AIexisting modelsbiological datasets are notoften reliabletoo enoughsmall or poorly standardized. AlphaGenome cannot yet account for patientcomplex care,environmental frequentlyfactors overstatingthat risksinfluence ofgene geneticexpression changesin andliving producingorganisms; predictionsit notsignifies yetincremental readyprogress forrather clinicalthan usea transformative breakthrough.