@garrytan: Be part of the 5000 today. It’s amazing The lucky thing is the price will come down and more people will see this, and …
Summary
Garry Tan resurfaces and comments on Andrej Karpathy's tweet about the widening gap in shared understanding of LLM capabilities, noting that most of the global population has yet to experience them.
View Cached Full Text
Cached at: 10/12/26, 11:25 AM
Be part of the 5000 today. It’s amazing
The lucky thing is the price will come down and more people will see this, and get a chance to bring it to the world
Greatest alpha fountain in the history of man
Andrej Karpathy (@karpathy): Dusting off this tweet from April because this gap in shared understanding of LLM capability is widening. It’s now less “two groups of people speaking past each other” and more a sharp funnel.
- Napkin math somewhere around 6B people (~75% of the population) have barely come
Similar Articles
Andrej Karpathy breaks down the capability gap
Andrej Karpathy expands on his earlier tweet about the widening gap in shared understanding of LLM capabilities, describing a funnel from ~6B people with no LLM exposure to ~5,000 with access to frontier internal systems, driven by ambition, capability jaggedness, and access tiers.
@karpathy: Dusting off this tweet from April because this gap in shared understanding of LLM capability is *widening*. It's now le…
Andrej Karpathy argues the gap in shared understanding of LLM capability is widening into a sharp funnel: ~6B people have barely used LLMs, 1-2B are casual free-tier users seeing 'derpy chatbots', ~20M professionals in math&code experience agents completing months of work in prompts, and ~5,000 people internally see frontier systems running swarms of collaborating agents. He attributes the funnel to problem ambition, capability jaggedness (peaks in verifiable domains like math and code), and tiered access.
@garrytan: https://x.com/garrytan/status/2046876981711769720
Garry Tan tweeted a link to his Twitter status, likely sharing startup or tech commentary.
@AnatoliKopadze: Karpathy just said the people who don't use LLMs are already losing. he spent 4 minutes explaining why smart people are…
The article discusses Andrej Karpathy's argument that the real advantage in AI lies in effective utilization rather than mere access, highlighting a skill gap where most users fail to leverage LLMs beyond basic tasks.
@omarsar0: 50K likes on this!? Most of what Karpthy has shared is things we have been doing for over a year. No surprises, as many…
The author (@omarsar0) reacts to Andrej Karpathy's viral post about understanding LLM outputs, arguing that the industry has been experimenting with similar ideas for a while and proposing a universal human-agent interface built on flexible, Notion-like artifact pages for seamless collaboration.