The Death of Data Labels: Models That Learn Without Instruction
For decades, labeled data has been the fuel that powered machine learning. Every intelligent system depended on massive datasets carefully annotated by humans—images tagged with objects, text marked with sentiment, and audio transcribed word by word. While effective, this approach has always been expensive, slow, and fundamentally limited. Today, a quiet revolution is underway. Modern […]
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