Oct 262024 There’s a Humongous Problem With AI Models: They Need to Be Entirely Rebuilt Every Time They’re Updated Each retraining may cost millions of dollars in computation. New research shows that AI models need to be completely retrained to learn new concepts — which is an expensive problem for AI companies.