AI ALIGNMENT FORUMReframing Impact
AF

Reframing Impact

Jul 08, 2019 by Alex Turner

Why do some things seem like really big deals to us? Do most agents best achieve their goals by seeking power? How might we avert catastrophic incentives in the utility maximization framework?

28Reframing Impact
Alex Turner
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What is impact?
21Value Impact
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18Deducing Impact
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22Attainable Utility Theory: Why Things Matter
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21World State is the Wrong Abstraction for Impact
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17The Gears of Impact
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How agents impact each other
54Seeking Power is Often Convergently Instrumental in MDPs
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21Attainable Utility Landscape: How The World Is Changed
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22The Catastrophic Convergence Conjecture
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17Attainable Utility Preservation: Concepts
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Regularizing impact
25Attainable Utility Preservation: Empirical Results
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12How Low Should Fruit Hang Before We Pick It?
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14Attainable Utility Preservation: Scaling to Superhuman
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13Reasons for Excitement about Impact of Impact Measure Research
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16Conclusion to 'Reframing Impact'
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