Google’sAI Stack Benefits From New Diversity In Software And Chips

InnovationCloudGoogle’sAI Stack Benefits From New Diversity In Software And ChipsByR. Scott Raynovich,Contributor.Forbes contributors publish independent expert analyses and insights. R. Scott Raynovich is the Founder and Chief Analyst at Futuriom.comFollow AuthorApr 28, 2026, 01:41pm EDT--:-- / --:--This voice experience is generated by AI. Learn more.This voice experience is generated by AI. Learn more.NEW YORK, NEW YORK - JANUARY 09: The exterior of the new headquarters of Google is seen at 550 Washington Street in Hudson Square on January 09, 2024 in New York City. Designed by COOKFOX Architects, the 1.3-million-square-foot project involved the restoration and expansion of the St. John’s Terminal building along the Hudson River waterfront. (Photo by Michael M. Santiago/Getty Images)Getty ImagesAt last week’s Google Cloud Next ’26 conference in Las Vegas, Google’s parade of announcements reinforced its momentum as an integrated, rising AI giant with its own proprietary stack of hardware, models, and enterprise AI services. Google launched new line of its TPU chips as well as diverse services to help enterprises build agentic AI services. The new positioning has resonated with investors, who have piled into Alphabet shares, which are up 12% year-to-date and 120% in the past twelve months (Alphabet is the parent company of Google). It’s a remarkable change in sentiment since the summer of 2025, when investors were selling Alphabet shares on the fears that AI services would eliminate Google’s advantage in search and disrupt its online advertising gravy train. It shows how challenging it has become to pick winners in AI services, where competitive differentiation can shift in a matter of months. Chips Become StrategicThese new developments emphasize the pace of change in the AI services and infrastructure market, where trillion-dollar fortunes can be made and lost overnight. And they show why securing our own supply of AI chips is key, with shortage in the industry d...