We've tried to give concrete examples of the various techniques. Some are high level descriptions of a set of performance improvements, like this set of changes from 2001:
@jeffdean
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Cloud TPUs Widely Used by Large Companies and Startups
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This seems decidedly false: there are lots of large companies and startups using Cloud TPUs to train and serve important models and run ML workloads of various kinds. Some of these are discussed in various public news articles and many are not.
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Jeff Dean Looks Forward to Attending NeurIPS Conference
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Looking forward to attending neurIPS next week!
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AI for Science Progress Through Government Research Labs
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Thank you for enabling more AI for science progress based on the great work and data across the many government research labs!
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Google AI Futures Fund and Accel Atoms Launch Innovation Program
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Google AI Futures Fund + Accel Atoms are fueling the next wave of innovation. Get early access to Google DeepMind’s most advanced models (Gemini, Imagen, Veo), capital, expert support, and Cloud credits. Applications are open now—apply here today.
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Jeff Dean’s Stanford AI Club Talk Video Now Available
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Thanks for hosting me last week, @stanfordaiclub
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Nano Banana Pro Model Leads Text-to-Image and Image Editing Leaderboards
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Great to see our new Nano Banana Pro model is now #1 on both the @arena Text-to-Image leaderboard and on the Image Editing leaderboard, in both cases overtaking our own Nano Banana model. Congrats to the entire part of the Gemini team that worked on this incredibe image https://
x.com/arena/status/1
/arena/status/1991996391263260800
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Nano Banana Pro Model Architecture Layers Explained
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Our Nano Banana Pro model has many layers, to enable this sort of output. https://
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Nested Optimization for Continual Learning and Long Context Processing
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An exciting new approach for doing continual learning, using nested optimization for enhancing long context processing.
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Google Launches 7th Generation TPU Ironwood with Improved Performance
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Our 7th generation TPU (Ironwood) is becoming generally available for Cloud TPU customers. It's got greatly improved performance and efficiency over previous generations! 🎉 https://t.co/shW4srbI1E
— Jeff Dean (@JeffDean) 6 novembre 2025Our 7th generation TPU (Ironwood) is becoming generally available for Cloud TPU customers. It's got greatly improved performance and efficiency over previous generations!