Xuewu Liu’s Substack

Xuewu Liu’s Substack

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Xuewu Liu’s Substack
Xuewu Liu’s Substack
A New Training Paradigm for AI: From Chaos to Computability

A New Training Paradigm for AI: From Chaos to Computability

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Xuewu Liu
Jul 06, 2025
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Xuewu Liu’s Substack
Xuewu Liu’s Substack
A New Training Paradigm for AI: From Chaos to Computability
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“My principle for complex problems is this: A person cannot manipulate a level whose outcome cannot be accurately predicted. This is something AI cannot create — only amplify.”

— Xuewu Liu

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