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    Home»Big Tech & AI»Sundar Pichai Says Full-Stack AI Strategy Now Delivering a ‘Multiplicative Effect,’ Explains Why Google Looked Behind Early

    Sundar Pichai Says Full-Stack AI Strategy Now Delivering a ‘Multiplicative Effect,’ Explains Why Google Looked Behind Early

    By Henry KanapiNovember 27, 20252 Mins Read
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    Alphabet CEO Sundar Pichai says Google’s long-term AI vision is finally showing visible results after years of heavy investment behind the scenes.

    In a new interview on the Google for Developers podcast, Pichai says Google is now benefiting from its full-stack AI approach that ties together chips, infrastructure, models and products under one roof.

    Pichai says the full-stack structure is a system where progress compounds across the business rather than in isolated silos.

    “And it is so exciting because for the first time, when you have a full stack approach, each layer, when it innovates, it flows through all the way on the top.”

    He says improvements in infrastructure, training methods, inference efficiency and product surfaces all feed into one another, creating a unified architecture that accelerates model performance and product deployment.

    “You make your infrastructure better. You make the models better at pre-training, post-training, test time compute, where have you, or how do you take those capabilities and then manifest it in products right. How does Nano Banana show up in your products? Generative UI in search with AI mode? So you are expressing it at all these layers, and not to mention being able to take that and give it to developers who are then innovating on top.”

    Pichai adds that critics misunderstood Google’s pace during the first wave of generative AI because the company was short on capacity and focused on scaling the foundation. The early groundwork, he says, created the impression that Google was not moving fast enough.

    “So if you were on the outside, it looked like we were quiet or we were behind, but we were putting all the building blocks in place and then executing on top of it.”

    He says the company is now past that period and is operating with renewed speed, powered by the stackwide investments.

    “We are on the other side now, right. And which is what you can see the pace at which teams are moving forward.”

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    AI Full-stack Google Sundar Pichai
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