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Andrej Karpathy says the AI capability gap is now a sharp funnel

Summary by Startup Fortune
Karpathy's October 11 post puts internal frontier-model access at roughly 5,000 people worldwide, versus 6 billion who've barely used an LLM, a gap he says is now a funnel, not a two-sided conversation.

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Andrej Karpathy, co-founder of OpenAI, describes an extreme knowledge gap at AI: around 75 percent of the world's population had little contact with LLMs, while about 5,000 people use internal Frontier systems whose agent swarms, according to Karpathy, are doing work that would cost top professionals years. The general public at best see a strange chatbot. The article OpenAI co-founders about AI progress: "The public only knows the preview" firs…

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In a message published on X, researcher Andrej Karpathy describes the gap that is being created in the perception of the capabilities of the AI. His story is summed up by an idea: while the vast majority of humanity still sees a chatbot sometimes clumsy, a few thousand people with access to the internal systems of the laboratories already see agents able to carry out cyber attacks.

The growing gap in experience with LLMAndrej Karpathy recently illustrated a growing gap in how people perceive large language models using a four-level funnel. On the broad base are non-users and casual users who interact with seeing

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Business Today broke the news in India on Monday, October 12, 2026.
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