Podcast Episode

Google: The AI Company

Acquired

1 clip•Oct 5, 2025•4 hr 7 min

About

Google faces the greatest innovator's dilemma in history. They invented the Transformer — the breakthrough technology powering every modern AI system from ChatGPT to Claude (and, of course, Gemini). They employed nearly all the top AI talent: Ilya Sutskever, Geoff Hinton, Demis Hassabis, Dario Amodei — more or less everyone who leads modern AI worked at Google circa 2014. They built the best dedicated AI infrastructure (TPUs!) and deployed AI at massive scale years before anyone else. And yet... the launch of ChatGPT in November 2022 caught them completely flat-footed. How on earth did the greatest business in history wind up playing catch-up to a nonprofit-turned-startup? Today we tell the complete story of Google's 20+ year AI journey: from their first tiny language model in 2001 through the creation Google Brain, the birth of the transformer, the talent exodus to OpenAI (sparked by Elon Musk's fury over Google’s DeepMind acquisition), and their current all-hands-on-deck response with Gemini. And oh yeah — a little business called Waymo that went from crazy moonshot idea to doing more rides than Lyft in San Francisco, potentially building another Google-sized business within Google. This is the story of how the world's greatest business faces its greatest test: can they disrupt themselves without losing their $140B annual profit-generating machine in Search? Sponsors: Many thanks to our fantastic Fall ‘25 Season partners: J.P. Morgan Payments Sentry WorkOS Shopify Links: Sign up for email updates and vote on future episodes! Geoff Hinton’s 2007 Tech Talk at Google Our recent ACQ2 episode with Tobi Lutke Worldly Partners’ Multi-Decade Alphabet Study In the Plex Supremecy Genius Makers All episode sources Carve Outs: We’re hosting the Super Bowl Innovation Summit! F1: The Movie Travelpro suitcases Glue Guys Podcast Sea of Stars Stepchange Podcast More Acquired: Get email updates and vote on future episodes! Join the Slack Subscribe to ACQ2 Check out the latest swag in the ACQ Merch Store! ‍Note: Acquired hosts and guests may hold assets discussed in this episode. This podcast is not investment advice, and is intended for informational and entertainment purposes only. You should do your own research and make your own independent decisions when considering any financial transactions.

AI Summary

This Acquired episode chronicles Google's two-decade AI odyssey, from pioneering the first small language model in 2001 and inventing the Transformer architecture to assembling elite talent like Ilya Sutskever and Geoff Hinton, plus building unmatched infrastructure with TPUs. Despite these advantages, ChatGPT's 2022 debut blindsided them, triggering a talent drain to OpenAI—fueled by Elon Musk's anger over the DeepMind buyout—and a frantic pivot with the Gemini rollout and team mergers. The story also spotlights Waymo's rise from wild experiment to outpacing Lyft in San Francisco rides, questioning if Google can reinvent itself without jeopardizing its search-driven empire.

Clips

3:35:13

“Video is the compelling user experience; we already live in the YouTube internet.”▲ Hide transcript

“

Yeah, that was like a mega bull case that Ben Thompson published this week that it was an interesting point. A text-based internet is kind of the old internet. It's the first instantiation of the internet because we didn't have much bandwidth. The user experience that is actually compelling is... Video. High-resolution video everywhere all the time. We already live in the YouTube internet. Right. And not only can they train models on really the only scale source of UGC media across long form and short form. But they also have that as the number two search engine, this massive destination site. So they previewed things like you'll be able to buy AI labeled or AI determined things that show up in videos. And if they wanted to, they could just go label every single product in every single video and make it all instantly shoppable. It doesn't require any human work to do it. They could just do it and then run their standard ads model on it. That was a mind expanding piece that Ben published yesterday…

Captured: Mar 1, 2026⏱ 62s

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