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Why it worked

The mechanics

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Analysis by ViralLoop — not written by the original author.

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Post by Austen Allred on X

Austen Allred@Austen

Holy smokes… there’s a HUGE community of people who have formed such a deep emotional connection with GPT-4o that they’re absolutely losing it at the notion of OpenAI turning it off. And super mad they’re turning it off just before Valentine’s Day 😬

938 likes157 repliesPosted Feb 13, 2026

View the original on X Written by Austen Allred. 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

Frames the idea around what the reader stands to lose, which is more motivating than gain.
Ends on a short line that is easy to quote and repeat.
Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: plain, matter-of-fact
Mechanisms: Loss aversion
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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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.

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More from Austen Allred

Both valued at $2.5 Billion today: Linear, having crossed $100 million ARR with 177% net revenue retention. Instinct, the viral AI assistant that launched last week.

“It’s time to create our new ad!” “I’ve got it. To open: sowing doubt about whether people should trust us. Then lead into, ‘Who can stop us if we’re out of control?’” “Yes, perfect. And the visuals?” “I’m thinking… house burning down, dystopian hellscape, graveyard.” “YES!”

The thing about Anthropic warning about massive unemployment, comparing AI to nuclear weapons, and calling for regulation is *they truly believe it.* The issue is that they think they’re going to be the ones who determine what will happen if that’s all true. And they won’t be.

Im calling BS on this story. 1. That would be 100,000 employees spending $5k/mo each or 10,000 employees averaging $50k/mo each. No way. 2. Anthropic isn’t going to float that much on an invoice without checking in 3. The source being a consultant talking about a client = lie

Anthropic is trying very, very hard to have maximum price discrimination based on whether or not your code is being run “programmatically” or not. This, not surprisingly, is kind of confusing to programmers.

And now it's time to see what my little brother has been working on for the past couple years: An AI model fully built on sub-quadratic sparse-attention architecture. Result? 12 million token reasoning model 150 tokens/second 1/5 the cost of Opus

Austen Allred on AI · ViralLoop