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The mechanics

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Analysis by ViralLoop — not written by the original author.

Kyle Chan on Founder · ViralLoop

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Kyle Chan@kyleichan

I was a bit hesitant to believe the leaked DeepSeek investor call. Seemed almost too good to be true. This makes me a bit less skeptical. If it's real, Liang Wenfeng was incredibly detailed about working with Huawei, chip production bottlenecks, CUDA moat being broken, etc.

445 likes12 repliesPosted Jul 25, 2026

View the original on X Written by Kyle Chan. Captured Sep 4, 2026.

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38

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

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.
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: personal
Written for: Founders and early-stage teams

Analysis by ViralLoop — not written by the original author.

Topics

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Ok, THIS is wild, never expected anything like this: Uber exited Nigeria… no warning, just shut down the app, on the spot. When riders were mid-trip ?!! This is what a startup that just went bankrupt would do, not a $150B corporation. Uber operated in Nigeria since 2014 (!!)

Derek Buitenhuis

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Jathan Sadowski

It's objectively funny to see DeepSeek — an open source, high performing AI model trained by a Chinese startup for less than $6 million — wipe $1 trillion off tech stocks only days after Trump, OpenAI, and SoftBank announce their $500 billion Stargate boondoggle.

More from Kyle Chan

Perhaps the most important thing everyone needs to know about China’s AI progress: At the most basic level, it’s about talent. And China has a deep talent pool of researchers who have been working on AI for a long time like Zai’s Tang Jie. t.co

Had been hearing rumors Xi would attend World AI Conference this year and that this is why the dates were finalized so late. Shows the significance China places on AI.

This is a really massive unauthorized distillation campaign. For comparison, reported from Anthropic: - DeepSeek: 150,000 exchanges - Moonshot: 3.4 million - MiniMax: 13 million - Alibaba: 28.8 million

Yao Shunyu: OpenAI -> Tencent Wu Yonghui: Google DeepMind -> ByteDance Luo Jianlan: Google DeepMind -> AgiBot Zhou Hao: Google DeepMind -> Alibaba Driven by a mix of US push and China pull factors. By @zijing_wu t.co

Why would top Chinese AI leaders admit so publicly that they’re falling behind the US due to computer constraints? One answer: they’re lobbying Beijing fiercely to get export controls lifted and allow purchases of more powerful Nvidia chips like the H200. t.co

This is one of the most compelling real-world use cases of AI I’ve seen yet: “Several of their CT scans had raised no alarms until they were flagged by the A.I. tool. ‘I think you can 100 percent say A.I. saved their lives,’ he said.”t.co