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Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

Post by Google on X

Huge context windows unlock a new set of AI applications, but they're also more computationally expensive. Coming soon, our new Context Caching feature will allow you to cache a part of your prompt and call it for subsequent turns at a fraction of the price. #GoogleIO

An animation visualizing the Content Caching feature

199 likes24 repliesPosted May 14, 2024

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

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30

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

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: corporate
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

AI Product Revenue

Posts built the same way

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For those confused why the US state and Silicon Valley are having a meltdown on twitter today. China released multiple AI models that are 50x more efficient than the best American AI models and made them open source, ruining the AI market

Universal HIGH INCOME via checks issued by the Federal government is the best way to deal with unemployment caused by AI. AI/robotics will produce goods & services far in excess of the increase in the money supply, so there will not be inflation.

I am very excited about AI, but to go off-script for a minute: I built an app with Codex last week. It was very fun. Then I started asking it for ideas for new features and at least a couple of them were better than I was thinking of. I felt a little useless and it was sad.

Hi! I'm one of the prompt writers that worked on this ad. It's a lot harder than people think! Prompts that my team used include: -make it funny -make it epic AND funny -funnier!!! Please be nice to my team as many of them will be laid off/replaced by AI

More from Google

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Here’s the latest on Gemini 2.5 Pro and Flash: We’re releasing a new preview version of Gemini 2.5 Flash. ⚡ 2.5 Pro, our most intelligent model, is now the leading model for learning 2.5 Flash will be available in early June, with 2.5 Pro coming soon after #GoogleIO

Google on AI · ViralLoop