Tech titan Amazon is working to step out of Nvidia's shadow with custom "Trainium" chips designed specially for machine learning as billions of dollars are poured into artificial intelligence (AI). After years of relying on suppliers for chips, the e-commerce powerhouse's Amazon Web Services (AWS) cloud computing unit began designing its own, acquiring Israeli startup Annapurna Labs in 2015.