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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

Grok seems to get tired and start lazily cheating later into the session (247K/500K), or I just got unlucky in any case, the sheer speed and decisiveness of the model are amazing, this is what Gemini 3.5 Flash was supposed to be

238 likes7 repliesPosted Jul 8, 2026

View the original on X Written by Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞). 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

Uses concrete numbers instead of vague claims, which makes it credible and quotable.
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: personal, concrete
Mechanisms: Specificity
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

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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