Andrej Karpathy has observed a widening gap in AI utilization, likening it to a steep funnel. He estimates that billions of people have minimal to no exposure to Large Language Models (LLMs), while a smaller segment uses free chatbots intermittently. A significantly smaller group, around 20 million, professionally employs cutting-edge LLMs for tasks like math and coding, with only about 5,000 individuals managing internal AI systems. Karpathy attributes this disparity to the scale of the problem, accessibility issues, and the concentration of AI capabilities in digital and verifiable domains. AI
IMPACT Highlights the significant disparity in AI tool adoption, suggesting a large portion of the global population remains largely untouched by advanced AI.
RANK_REASON The item is an opinion piece by a notable AI figure discussing AI adoption trends.
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