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Risks from Learned Optimization in Advanced Machine Learning Systems
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we can think of evolution as a base optimizer that produced brains—mesa-optimizers—which then actually produce organisms' behavior—behavior that is not necessarily aligned with evolution.
Human evolution provides evidence that optimization can produce agents whose goals diverge from the optimizing process's objective.
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