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The Dog Lead Has Slipped: Reflections on Machine Learning, Human Comprehension, and the Black Box Frontier

Algorithms and Models: Processes in Motion In trying to understand machine learning, I’ve come to see both algorithms and models as processes—qualitatively different, but both dynamic. Algorithms are the learning strategies, the sculptors. Models are the sculptures, shaped by data and experience. But in modern systems, the sculptor doesn’t just carve—it learns to carve better,

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