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The mechanics

Hook
Style
Tone
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Post by Patrick McKenzie on X

Patrick McKenzie@patio11

The first “holy %{*#^” is at about 4:20, assuming one didn’t already spend it on the autonomously organizing agent swarm. Strongly recommend watching if you’re interested in security, AI trajectories, or even science fiction, because this is already above genre median in wowza.

2K likes24 repliesPosted Aug 6, 2026

View the original on X Written by Patrick McKenzie. Captured Sep 4, 2026.

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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

Leads with a specific number, which is concrete enough to be worth a second of attention.
Short enough to read in full without expanding, which removes a step before the point lands.
Quotes someone directly, which makes the moment concrete rather than summarised.

The mechanics

Hook: Leads with a number
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

We've raised $65 billion in Series H funding at a $965 billion post-money valuation, led by @AltimeterCap, Dragoneer, @Greenoaks, and @sequoia. This investment will help us advance our research and expand our capacity to meet growing demand for Claude.

As part of our $600B commitment, Mac mini will be produced in the US for the first time later this year! We're accelerating our progress even further— producing more AI servers and opening an all-new Apple Advanced Manufacturing Center for hands-on training.

We’ve raised $30B in funding at a $380B post-money valuation. This investment will help us deepen our research, continue to innovate in products, and ensure we have the resources to power our infrastructure expansion as we make Claude available everywhere our customers are.

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.

More from Patrick McKenzie

Patrick McKenzie

A few years ago, paraphrased. Me: I think I’m less concerned about rogue AI somehow gaining control of large amount of all productive capacity. Think of the choke points around energy, mass, etc. Them: What was the total mass of covid, do you think? Me: … Oh. Long overdue:

Patrick McKenzie

If the *only* impact of LLMs professionally was causing people to "think out loud" in a way which was routinely captured by computer systems and then could be operated on by computer systems, that would *by itself* be one of the most consequential changes in practice in 100 years

Patrick McKenzie

I moderated a discussion between Dwarkesh, Dr. Burry, and John Clark (of Anthropic) on disagreements among the set of people better informed about AI, including future impact on employment, whether it’s a bubble, etc. Thanks to Substack for making it happen.

Patrick McKenzie

The Stripe annual letter is out: t.co The most important bit is the same every year (lots of companies growing very quickly due to the entirety of their efforts, most not conveniently recapable). This year’s bits of intellectual interest include AI / fraud.

Patrick McKenzie

Sometimes that game is played by mixed "some participants on Twitter, some participants on Slack" coalitions. Hate that game, never played it, tried to simultaneously balance being prolific and public while also being able to put food on the table.

Patrick McKenzie

The Mr. Beast memo doing the rounds is fascinating in a lot of ways, even as someone who has never watched any of his work. In startup-land I think one of the most useful takeaways is "What in here would we consider and then definitely not do?"

Patrick McKenzie on AI · ViralLoop