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LLMs are next-token predictors shaped by probability distributions, not conscious thinkers. When you understand the underlying mechanics—how embeddings represent meaning and how attention weights focus compute—the mystery vanishes, and real agency begins.

Harper Carroll Demystifying AI: What LLMs Actually Do

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