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Andrej Karpathy Says only 5,000 People Have Seen What AI Can Really Do

Karpathy said about 5,000 people with internal access are seeing AI systems coordinate thousands of agents on software, cybersecurity and math work.

Summary by The New Stack
Andrej Karpathy says the AI capability gap is widening. Box CEO Aaron Levie says agent swarms are next, but most enterprises aren’t ready to use them yet.

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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.

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