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Why it worked

The mechanics

Hook
Style
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Written for

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Logan Kilpatrick on AI · ViralLoop

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Post by Logan Kilpatrick on X

Logan Kilpatrick@OfficialLoganK

Deep Research was our first hosted agent in the API and has gained a ton of traction over the last 3 months, very excited for folks to test out the new agents and all the improvements, this is just the start of our agents journey : ) Read more: t.co

151 likes6 repliesPosted Apr 21, 2026

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

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29

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.

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 Engineering Science

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More from Logan Kilpatrick

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3.8 Flash is the same price as 3.7, is ~the same speed, and is available via the Gemini API, in AI Studio, Antigravity, Gemini App, and more! Read more: t.co So incredible to see the progress and hard work from the team. Pushing hard to be at the frontier.

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Introducing Gemini 3.8 Flash, another jump in Gemini's agentic + coding capabilities, and our 3rd updated Flash model in only 6 weeks... This model has been a ton of fun to work with, excited to see what you all think!

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Excited to bring Gemini Omni Flash 1.1 to the world, this is an update to our anything in, anything out world model. It now supports: - 360p drafts, 4K up samplers - up to 10 seconds of video context when extending - video extensions in 10 second increments - video references

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Introducing Gemini 3.5 Transcribe, our new speech to text model with smart transcription, function calling, more precise transcription (lower WER), custom vocabulary support, multi-speaker identification, and support for over 85 languages! Also with realtime streaming support!

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Very cool to see the progress from 3.5, to 3.6, and now to 3.7 in such a short time. Lots of hard work from the teams across GDM to make this possible. We have also continued to push hard on making the model feel more usable for real work.

Logan Kilpatrick

Introducing Gemini 3.7 Flash : ) - it is fast! - 50% lower price than 3.6 flash (through end of year) - strong intelligence increase in only ~3 weeks (thanks to some awesome algorithmic improvements) - available in the API, AI Studio, Antigravity, and more!