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    <title>Evolution on Probably Aligned</title>
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      <title>Mesa-Optimization and the Optimization Pressure Spectrum</title>
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      <description>Three lenses on why AI does what it does, and a spectrum of optimization pressure — from memorized data to emergent mesa-optimizers to accidental p-hacking — ordered by speed, controllability, and how fundamental the problem is.</description>
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