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Why it worked

The mechanics

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Analysis by ViralLoop — not written by the original author.

Gemini Notebook on Science · ViralLoop

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Post by Gemini Notebook on X

Gemini Notebook@Gemini_Notebook

The moment you've ACTUALLY been waiting for... Introducing Deep Research! Rolling out now, Deep Research browses hundreds of sites to craft an organized report AND gives you an annotated list of sources for deeper exploration, all of which you can add directly to your notebook.

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6.5K likes220 repliesPosted Nov 13, 2025

View the original on X Written by Gemini Notebook. 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

Opens with a short, self-contained line that is easy to take in at a glance.
Contradicts something the audience already believes, which stops the scroll.
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: energetic
Mechanisms: Pattern interrupt
Written for: Founders, marketers and operators

Analysis by ViralLoop — not written by the original author.

Topics

Posts built the same way

I think China's second DeepSeek moment is here. This AI agent called 'Manus' is going crazy viral in China right now. Probably only a matter of time until it hits the US. It's like Deep Research + Operator + Claude Computer combined, and it's REALLY good.

Humanoids were long a thing of sci-fi, then they were a thing of research, but today, with the launch of NEO, humanoids become a product. NEO is the first step on a journey towards a more abundant future and we’re excited for you to join us on this journey. Order your NEO today.

New Anthropic research: A global workspace in language models. Of everything happening in your brain right now, only a tiny fraction is consciously accessible—thoughts you can describe, hold in mind, and reason with. We found a strikingly similar divide inside Claude.

New Anthropic research: Natural Language Autoencoders. Models like Claude talk in words but think in numbers. The numbers—called activations—encode Claude’s thoughts, but not in a language we can read. Here, we train Claude to translate its activations into human-readable text.

We’re giving scientists, mathematicians, and engineers free access to our frontier models—starting with 10,000 researchers and expanding to 100,000 through 2027. ChatGPT for Academic Researchers is built to accelerate discovery across disciplines.

Now in research preview: routines in Claude Code. Configure a routine once (a prompt, a repo, and your connectors), and it can run on a schedule, from an API call, or in response to an event. Routines run on our web infrastructure, so you don't have to keep your laptop open.

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Introducing a more powerful NotebookLM 🚀 Massive upgrades deliver agentic capabilities in chat, more advanced reasoning, and a suite of new output formats. Tackling complex, multi-step research problems has never been easier. Rolling out now to Google AI Ultra subscribers.

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That's not all folks... Long story short, you can now control the length of your Audio Overviews (English only, but more soon!) With short (~5+ min), long (~20+ min), and default (~10+ min) settings, try fully customizing the depth and length the AI hosts discuss your sources!

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NotebookLM has always been grounded in your sources. However, sometimes we all need a little more info. Now NBLM can help you discover new sources to expand your research. Just type in what you want to learn about and we'll scour the web for the best the internet has to offer 🕵️‍♀️