We discuss a regrettable but inevitable aspect of machine learning (ML) models: their relatively limited lifespans. For ML engineers, this is old news. Business executives, however, who are spending millions on their companies’ AI capabilities, are taken aback by the issue. In the laboratory, where conditions are strictly regulated, models often function effectively. But as soon […]