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The mechanics

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Style
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Analysis by ViralLoop — not written by the original author.

Jeff Dean on AI · ViralLoop

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Jeff Dean@JeffDean

A nice aspect of our new Gemini 3.6 Flash model is that it is much more token efficient than our 3.5 Flash model. Here's a side-by-side demonstration of that. Nice work by everyone who worked on this model and release!

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1K likes86 repliesPosted Jul 21, 2026

View the original on X Written by Jeff Dean. Captured Sep 4, 2026.

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Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Ends on a short line that is easy to quote and repeat.
Written from experience rather than as advice, which is harder to argue with.
Short enough to read in full without expanding, which removes a step before the point lands.
Short sentences keep the pace up, so the reader never has to re-read a line.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: energetic, corporate
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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Farza 🇵🇰🇺🇸

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More from Jeff Dean

Very proud to see the progress across so many areas. Great to see @GeminiApp hit 750M monthly active users, and the use of our Gemini models across many products and Cloud surfaces is strong: 10B tokens/minute is 166M tokens/sec (TPUs!), or ~1750 tokens/person on earth per day.

This is absolutely shameful. Agents of a federal agency unnecessarily escalating, and then executing a defenseless citizen whose offense appears to be using his cell phone camera. Every person regardless of political affiliation should be denouncing this.

Today we’re sharing an early look at our latest Gemini update for I/O! Introducing the updated Gemini 2.5 Pro (I/O edition), which ranks #1 on WebDev Arena and surpasses our previous 2.5 Pro model by +147 Elo points. 🏆 t.co

🎊Gemini 2.0 is here! 🎊 An AI model for the agentic era The blog post is chock full of announcements: Gemini 2.0 Flash Project Astra Project Mariner Developer features for building agents Agents in games and more! Watch the videos in the blog! t.co

Project Astra is now in the hands of trusted testers. The video below gives a good sense of its capabilities and how people have been using it. These experiences are enabled by the multimodal capabilities of Gemini models under the covers. t.co