The AI Knowledge Paradox: How AI Like ChatGPT Depends on Human Intelligence It May Eventually Replace
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Web 2.0 sites like Stack Overflow, Wikipedia, and Reddit fueled the growth of Google by providing high-quality content. But now Google and AI models are siphoning traffic away from them.
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AI models like ChatGPT depend on ingesting vast amounts of human knowledge from the web. But if they undermine these crowdsourced sites, where will new knowledge come from?
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Users chatting with AI assistants provide new training data. But synthetic data generated by AI itself may eventually replace human knowledge.
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AI models lack human drives like curiosity and boredom that guide learning. Future AI could be designed to ask humans targeted questions to fill knowledge gaps.
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We may need new ways to keep feeding human intelligence to AI, like requiring attribution, rather than letting models privatize knowledge.