Skip to content

ViralLoop

Your next post already worked.

← Back to library

Loading the post

Remix this post

SaveShare

Your note

Private to you, and used when you remix this post.

Viral score

Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

← Back to library

Post by Chomba Bupe on X

Chomba Bupe@ChombaBupe

OpenAI: Our models are trained not to replicate existing works, they learn to extract patterns, linguistic structures & contextual insights from existing works. Literally the purpose of generative models is to statistically mimic the system that generated the training data.

270 likes22 repliesPosted Mar 13, 2025

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

Remix this post

Your note

Private to you, and used when you remix this post.

32

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.
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: corporate
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 Chomba Bupe

If companies can freely scrape others work that later, a chatbot can claim to be its own, then there is no point putting out quality work. Which in turn means less training data for future models. This is a "shortsighted" victory with cascading consequences.

What happened to the Metaverse? "The metaverse was initially expected to change the way we access the internet and, by extension, the world. But, by 2024, the metaverse bubble seems to have burst." Based on the trend what do we expect will happen to generative AI?

Chomba Bupe on AI · ViralLoop