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09/23/2021
Temporal Inference with Finite Factored Sets
We propose a new approach to temporal inference, inspired by the Pearlia...
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06/05/2019
Risks from Learned Optimization in Advanced Machine Learning Systems
We analyze the type of learned optimization that occurs when a learned m...
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02/25/2019
Embedded Agency
Traditional models of rational action treat the agent as though it is cl...
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03/13/2018
Categorizing Variants of Goodhart's Law
There are several distinct failure modes for overoptimization of systems...
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09/12/2016
Logical Induction
We present a computable algorithm that assigns probabilities to every lo...
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10/12/2015