Has AI Hit a Wall? Scaling Laws and the Future of AI Development

[HPP] Gary MarcusDecember 5, 202513 min

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The Shifting Landscape of AI Scaling

💡 Nvidia's record revenue of $57 billion in a quarter, followed by a stock crash, signals a fundamental shift in the world of artificial intelligence.
🚀 For years, AI scaling laws (more data, larger models, more computing power) drove dramatic improvements, making systems like GPT-3 to GPT-5 progressively smarter.
⚠️ This

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AI Scaling LawsLarge Language ModelsIlya SutskeverYann LeCunGary MarcusAI HallucinationsWorld ModelsAI InfrastructureNvidiaDot-com BubbleData ScarcityDeep LearningGPT Models

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