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The mechanics

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Analysis by ViralLoop — not written by the original author.

Deedy on AI · ViralLoop

Post by Deedy on X

According to the o1 system card, OpenAI’s newest and best model o1 not only underperforms state of the art (Claude Sonnet 3.5) in SWE-Bench for coding but also… Is on par with o1-preview!

598 likes61 repliesPosted Dec 5, 2024

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

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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.
Short enough to read in full without expanding, which removes a step before the point lands.
Opens on a negative, which reads as a warning and is harder to ignore than a claim.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: energetic
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.

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

More from Deedy

This insane result from Claude is the biggest in analytic number theory since bounded prime gaps in 2013. It boosted the proven fraction of Riemann zeta zeros on the critical line by 25.6pts. In the 37yrs prior, mathematicians moved it 0.8pts.

Thinking Machines just dropped the best open weight AI model outside of China! Inkling beats Nemotron 3 Ultra and benchmarks put it between Kimi 2.5 & 2.6. Many were contending to this throne, but Thinky has come out on top. Really solid release, and will pair well with Tinker.

"Thinking Machines' Tinker does a few hundred million of ARR" - Dylan Patel, on his latest podcast TML was valued at $12B and trying to raise at $50B. Tinker is an API that helps you post-train LLMs. This is the highest known revenue for any of the now ~75 neolabs.

OpenRouter is now serving 1.5 quadrillion tokens/yr! That token run rate is: — 15-30% of Google APIs — 20-40% of OpenAI — >50% of Microsoft Azure Foundry That's 15x larger than when we invested a year ago. Revenue has already doubled since this $1.3B round was done in Feb!

Anthropic is at $14B run rate revenue, the fastest growing software business of all time. – Claude Code run rate is $2.5B in <1yr – $0 -> $100M -> $1B -> $14B in 3yrs – $100k+ customers 7x'd last year – $1M+ customers 40x'd last year, 500+ – 4% of Github commits by CC Insane.

We just dropped a 12 page AI report on how ~500 execs at US enterprises use generative AI. I read it all so you don't have to. Top 8 takeaways: Anthropic is the #1 model provider in the enterprise, with 40% of ~$37B spend, with OpenAI dropping to #2. 1/8