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Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

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

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

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

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

187 likes10 repliesPosted Aug 10, 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

Contradicts something the audience already believes, which stops the scroll.
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.

The mechanics

Hook: Plain observation
Structure: Hook → Turn
Style: Conversational paragraphs at a steady pace.
Tone: plain, matter-of-fact
Mechanisms: Pattern interrupt
Written for: Founders and operators

Analysis by ViralLoop — not written by the original author.

Topics

Posts built the same way

Netflix is deliberately choosing to pay people to create sexualized content for children. Freedom of speech should be respected, but this is PAID speech. Netflix is going out of their way and reaching into their wallet to push this.

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.

Marques Brownlee

Memory price hikes have finally started hitting Apple. Today, they raised some base prices: Macbook Neo: $599 -> $699 Macbook Air: $1099 -> $1299 Macbook Pro: $1699 -> $1999 Mac Studio: $1999 -> $2499 iPad Air $599 - $749 iPad Pro: $999 -> $1199

Adam Cochran (adamscochran.eth)

Breakdown of the Black Friday data tells us: -Consumer is weakening. -95% of sales volume was financed. -67% of that intends not to pay off within 30 days. -Roughly $1B was spent using BNPL models which are the worst debt. This points to a *really* unhealthy economy.

Melania, the documentary no human wants to see, has a budget of $40 million, $28 million of which is “licensing fees” paid to the Trumps. FYI to all the MAGAs who fart out “hE dOnAtEs HiS saLaRy!!”, that one $28 million Bezos bribe is **70 years** worth of presidential salary.

New Twitter policy is freedom of speech, but not freedom of reach. Negative/hate tweets will be max deboosted & demonetized, so no ads or other revenue to Twitter. You won’t find the tweet unless you specifically seek it out, which is no different from rest of Internet.

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 – ∞)

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 – ∞)

DeepSeek-V4-Flash is updated. «DSBench-FullStack is an internal full-stack development test set, and DSBench-Hard is an internal Coding Agent hard-problem test set» «The official release of DeepSeek-V4-Pro will follow soon» These scores are… quite a lot better than Preview.