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The mechanics

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Analysis by ViralLoop — not written by the original author.

Gergely Orosz on AI · ViralLoop

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Post by Gergely Orosz on X

Gergely Orosz@GergelyOrosz

I talked with a few folks inside Anthropic and I am starting to understand what @karpathy is saying (and what lots of people are misunderstanding) It's not about Slack, but about a cloud AI, hooked up to ALL internal company systems, that "just works." THIS is the breakthrough

4K likes257 repliesPosted Jun 28, 2026

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

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58

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.
Quotes someone directly, which makes the moment concrete rather than summarised.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: personal
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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More from Gergely Orosz

Exiting a market is understandable and Uber has done it many times before. Each time, it gave a few weeks of heads up, then shut down, paid drivers + offboarded, closed operations No idea why it would not follow the “usual” playbook Suggests it will never go back

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 (!!)

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This is what the government defending its residents looks like Make no mistake: NONE of this self-restraint is voluntary. It’s after Meta lost a lawsuit to California (class action by 29 states) about platform child safety. If they don’t do, they’ll be regulated stricter

Damn: 160 employees $100M revenue 177% net revenue retention (a customer who spent $100 a year ago now spends $177) Full-remote Basically no emails Obsessed with performance Some of the best engineers I worked with before now work at Linear Linear is 🔥