Anthropic's Andrej Karpathy says "the external world has seen the preview" of what AI can actually do
Andrej Karpathy, co-founder of OpenAI and now at Anthropic, sees a widening knowledge gap in AI. About 75 percent of the world's population has barely touched LLMs. Roughly 5,000 people, meanwhile, have access to internal frontier systems whose agent swarms do work that would take top experts years. The public, at best, sees a weird chatbot. The article Anthropic's Andrej Karpathy says "the external world has seen the preview" of what AI can actually do appeared first on
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A researcher describes a widening gap between how different groups of people understand AI capabilities. About 75 percent of the global population barely uses large language models and views them as writing aids or search tools, while only about 20 million professionals in math and programming see firsthand that complex projects once taking weeks or months can now be completed quickly with AI assistance. An even smaller group of roughly 5,000 people with access to internal frontier systems observe AI performing tasks like multi-agent collaboration on major software projects and advancing mathematics, work that would have taken top professionals years to complete. This disparity matters because the general public and most professionals remain largely unaware of what current AI systems can actually do, while a tiny elite experiences the technology's most advanced capabilities.
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