NVIDIA Didn't See This Coming From Google. Google just dropped a bombshell: Gemini 3 wasn’t trained on NVIDIA GPUs at all — but entirely on Google’s own TPUs. These custom AI chips, built with Broadcom and manufactured by TSMC, have quietly become Google’s escape plan from NVIDIA’s 92% market dominance. Born from a 2014 crisis and now in their sixth generation, TPUs power everything from YouTube ads to Gemini 3’s breakthrough reasoning. With 2× better accuracy than GPT-5.1, Google’s momentum is accelerating fast. So… are TPUs Google’s secret weapon to outscale NVIDIA or the foundation of true AGI? All AI infrastructure Shorts are here : https://www.youtube.com/playlist?list=PLyDI9q8xNovk3VaVq1Cd722pKlmlvW0Lf And deep dive https://www.youtube.com/playlist?list=PLyDI9q8xNovmJgA2RG47VdWAWsZDSB1jR 🔔 Subscribe for more tech + entrepreneurship deep dives! 🚩 Join our weekly FREE newsletter ► https://ift.tt/5rstLG8 💬 Check out our channel trailer ► https://youtu.be/0FoRYTFwGec?si=S5_Xmkt-ktUaxTUs 🔔 Join our community to get access to perks: https://www.youtube.com/channel/UC_0k4ajcxGesNoN9iBBvlig/join Happy learning! #cloudmelonvision #cvisiona #cloudnative #tpu machine learning,tpu,ai,gpu,ai infrastructure,google tpu,google vs nvidia,artificial intelligence,ai chips,ai compute,Tensor Processing Units,Google TPUs,google ai,gemini 3,tpus,nvidia vs google,ai hardware,google research,deep learning,model training,tech innovation,semiconductors,broadcom tsmc,ai acceleration,next gen ai,gpu alternatives,google cloud,agi race,ai breakthroughs,tech trends,future of ai,google ai studio,gemini,openai,ai news #customAIchip #aiinfrastructure Check out other ongoing series on our channel: 🟩 Tech - Fun and Factual ► https://bit.ly/cvisiona-fun-tech 🟦 Cloud-Native AI from Zero to Production ► https://bit.ly/3BaEznH 🟧 AI Startup Playbook ► https://bit.ly/ai-startup-cloudmelon 🟪 CVisiona Newsroom ► https://bit.ly/cvisiona-newsroom My books are on sale : 📚 Certified Kubernetes Administrator (CKA) Exam Guide Paper pack ► https://amzn.to/448NJid Kindle ► https://amzn.to/3Vjzjrj 📚 The Kubernetes workshop Paper pack ► https://amzn.to/41VEu3q Kindle ► https://amzn.to/3na7qpc 📚 Azure Integration Guide for Business Paperback ► https://amzn.to/3RSHtHp Kindle ► https://amzn.to/3PRJVvo -------------------------------------------------------------------------------- 🕴 Business & Sponsor Inquiries ► business@cvisiona.com 🚩 Join our weekly FREE newsletter ► https://ift.tt/5rstLG8 📘 Check the latest tech stories ► https://cvisiona.com 🟧 CVisiona on LinkedIn ► https://ift.tt/g27tH0C 🟥 Join CloudMelon Vis community ► https://ift.tt/FMJ8Haz 🛒 Shop our merch ► https://ift.tt/gsPZSlD 🟪 Support our channel ► https://ift.tt/vNbMGUH 🟦 CloudMelon Vis on Facebook ► https://ift.tt/B0O4suo 🟩 CloudMelon Vis on X ► https://twitter.com/CloudMelonVis
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