Why AI too well depends on good data

Why AI too well depends on good data

This is a condensed version of a speech that Amazon Vice President and Chief Technology Officer Dr. Werner Vogels gave AI for a good global summit in July 2025 in Geneva. In January 2007, my mentor, friend and colleague -computer researcher Jim Gray, a Turing prize, disappeared often as the father of modern database systems … Read more

Building CommonsSence Knowledge Graphs to help with product recommendation

Building CommonsSence Knowledge Graphs to help with product recommendation

In the Amazon store, we strive to deliver the product recommendations that are mostly to customers’ queries. Often it can require Commonsse -Reasoning. For example, if a customer. Submitted to request for “Shoes for Pregnant Women”, the recommendation engine can be able to be able to infer that pregnant women may want sliding resistant shoes. … Read more