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The mechanics

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Post by Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞) on X

Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)@teortaxesTex

Massively unexpected update from DeepSeek: a powerful, high-compression MoE OCR model. > In production, DeepSeek-OCR can generate 33 million pages of data per day for LLMs/VLMs using 20 nodes (x8 A100-40G). They want ALL the tokens. You're welcome to have some too.

576 likes17 repliesPosted Oct 20, 2025

View the original on X Written by Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞). Captured Sep 4, 2026.

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40

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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.
Ends on a short line that is easy to quote and repeat.
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: plain, matter-of-fact
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

Posts built the same way

Disney has cancelled their deal with OpenAI. They planned to invest $1 billion into the company and let Sora have access to AI generate videos of characters from Disney, Marvel, Pixar and Star Wars. (Source: t.co

Attorney General Pamela Bondi

At my direction, early this morning federal agents arrested Don Lemon, Trahern Jeen Crews, Georgia Fort, and Jamael Lydell Lundy, in connection with the coordinated attack on Cities Church in St. Paul, Minnesota. More details soon.

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 Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)

Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)

> The depth of the computation graph for our present frontier models, including Astra, is within a factor of two of GPT-4. so <240 layers? Makes sense, hardware punishes anything deeper, and training becomes harder too… But… been a while since we really Stacked More Layers.

Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)

This is important too Two more notes: - they don’t call models “exp” or “preview” as a joke. 3.2-exp was half a generation behind 3.2. Vision-Full will go crazy - nothing said on open weights so far

Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)

Defeated with cheap rewriting, definitely defeated if you train a rewriter against a reconstructed detector. Amusing GAN project actually But at least will help Pangram to deal with the low effort slop

Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)

DeepSeek: «We plan to raise the overall pricing for DeepSeek API services in the near future, with a significant increase expected. Please plan your usage accordingly» Oof. They originally promised price *cuts* in H2. given the market situation… they are heavily overloaded.

Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)

Ok these are pretty good scores …though some crucial agentic ones (NL2Repo, DeepSWE, Agent's Last Exam, AutomationBench) are surprisingly close to the new V4-Flash. But it has vision and it's a big boy. Also, for the first time ever, we'll see @htihle test Qwen-Max. interesting.

Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)

I really admire them. I respect the projects of other open teams too, but NOBODY comes close to DeepSeek's purism. For them, this really is the whole vision. No subscription promos, no clauses, no announcement at all. No mind games. «Intelligence. Too cheap to meter. Today. MIT»

Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞) on AI · ViralLoop