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The mechanics

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Tenobrus on AI · ViralLoop

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Post by Tenobrus on X

Tenobrus@tenobrus

maybe you guys haven't quite caught on yet, but massive supply chain attacks every other week are going to be the new normal. at least until the next generation of models comes out. then it's going to be every other day.

1.5K likes26 repliesPosted Mar 31, 2026

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

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48

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

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 → Turn
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

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

It’s patently absurd that Apple isn’t smart enough to make their own AI, yet is somehow capable of ensuring that OpenAI will protect your security & privacy! Apple has no clue what’s actually going on once they hand your data over to OpenAI. They’re selling you down the river.

More from Tenobrus

mythos primarily resolves finding itself in conflict with other agents (eg multiple Claude Code instances each with conflicting goals running on the same codebase) by *negotiating truces* among the agents! Opus on the other hand...

buying into the anthropic IPO at $1T valuation would obviously be an incredible deal, 22x multiple on ARR, huge room to grow, countless markets untapped, mythos as of yet unmonetized. kind of thing people dump whole retirement portfolios into. which is why it'll be $3T

okay this is basically it. does this work? if it does, this is the general consumer OpenClaw moment. personal cloud agent with persistent context and access. this is absolutely the kind of thing google *could* potentially pull off. but is it actually any fucking good??

i wish i felt i could trust sam altman. unfortunately as of now, reading posts like feels like incredibly thinly veiled manipulation and frame control, little "admissions" and "i would go to jail for this" would love if any current OAI employees could explain their trust.

2020: "sure it can generate some syntactically valid python snippets, but anything complex and it just falls apart. stochastic parrot." 2026: "sure it can write a C compiler on its own, but it's not even as efficient as GCC and it doesn't have its own linker. stochastic parrot."