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The mechanics

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Analysis by ViralLoop — not written by the original author.

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Post by Gergely Orosz on X

Gergely Orosz@GergelyOrosz

Two years ago, if you asked me which lab will be the first to say: “this AI model is too powerful to release, so we’ll wait with it” - my guess would have obviously been OpenAI. Who else? That Anthropic got here first shows how quickly they’ve become the front runner AI lab.

1.2K likes69 repliesPosted Apr 7, 2026

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

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47

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

Ends on a short line that is easy to quote and repeat.
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, corporate
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 (!!)

To everyone who said or liked posts on “SaaS is dead! AI is killing it” - no it’s not: Meta will be paying Slack easily ~$20M/year for a chat product Ask yourself: if they could build something with 2 devs + AI why not do it? They’d save SO MUCH. Because they clearly cannot!!

I just heard: a large company is moving from GChat (Google's Chat product) to Slack, because... Slack has much better agent operability (true) Who thought AI+agents would be a big selling point for Slack? Or that Google would sleep on agents + GChat!

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 🔥

Gergely Orosz on AI · ViralLoop