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Former OpenAI researcher Andrew Ho predicts that AI labs will invest over $100 billion in specialized training data as scaling alone fails to drive progress.
This explainer explores how Anthropic's Claude AI platform demonstrates model specialization - the practice of developing distinct AI models optimized for specific tasks rather than using single general-purpose systems.