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The mechanics

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Post by Niels Rogge on X

Niels Rogge@NielsRogge

It makes me a bit sad that amazing research like the one below isn't pursued a lot anymore due to the LLM era People just give up cause they think an LLM will beat them. Wrong. There are so many research directions to be explored, so many new architectures to be uncovered

229 likes9 repliesPosted Oct 9, 2025

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

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Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Short enough to read in full without expanding, which removes a step before the point lands.
Short sentences keep the pace up, so the reader never has to re-read a line.

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 Niels Rogge

Don't let Anthropic fool you - it's literally just an LLM with scaled-up pre-training and post-training. As it's an LLM, it is only good at stuff humans have already done; it cannot invent new things. Anthropic themselves consider the catastrophic risks low

SAM-3 is out on @huggingface! A big upgrade from SAM-2, and Meta finally added support for text prompts. Here I tried it out on @hazardeden10's magical goal against @Arsenal using the text prompt "Chelsea player" Works pretty well!

Unpopular opinion: benchmarks like these are moving the field in the wrong direction No I don't want an AI to be able to memorize (useless?) questions like "How many paired tendons are supported by a sesamoid bone?" in its weights I want the "intern", as @karpathy is suggesting

“So there’s this Chinese company called DeepSeek which basically does what OpenAI initially intended to do. They open-sourced a model trained with large-scale reinforcement learning, beating everyone else, and even releasing a paper detailing their process“

Niels Rogge on AI · ViralLoop