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Theoretical physicists working at a blackboard collaboration pod in the Beecroft building.
Credit: Jack Hobhouse

Anders Sandberg

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  • Rudolf Peierls Centre for Theoretical Physics
anders.sandberg@physics.ox.ac.uk
  • About
  • Publications

Probing the improbable: Methodological challenges for risks with low probabilities and high stakes

Journal of Risk Research 13:2 (2010) 191-205

Authors:

T Ord, R Hillerbrand, A Sandberg

Abstract:

Some risks have extremely high stakes. For example, a worldwide pandemic or asteroid impact could potentially kill more than a billion people. Comfortingly, scientific calcultions often put very low probabilities on the occurrence of such catastrophes. In this paper, we argue that there are important new methodological problems which arise when assessing global catastrophic risks and we focus on a problem regarding probability estimation. When an expert provides a calculation of the probability of an outcome, they are really providing the probability of the outcome occurring, given that their argument is watertight. However, their argument may fail for a number of reasons, such as a flaw in the underlying theory, a flaw in the modelling of the problem or a mistake in the calculations. If the probability estimate given by an argument is dwarfed by the chance that the argument itself is flawed, then the estimate is suspect. We develop this idea formally, explaining how it differs from the related distinction between model and parameter uncertainty. Using the risk estimates from the Large Hadron Collider as a test case, we show how serious the problem can be when it comes to catastrophic risks and how best to address it.
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11 The EAST-ADL Architecture Description Language for Automotive Embedded Software

Lecture Notes in Computer Science Springer Nature 6100 (2010) 297-307

Authors:

Philippe Cuenot, Patrick Frey, Rolf Johansson, Henrik Lönn, Yiannis Papadopoulos, Mark-Oliver Reiser, Anders Sandberg, David Servat, Ramin Tavakoli Kolagari, Martin Törngren, Matthias Weber
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Automatic allocation of safety integrity levels

Association for Computing Machinery (ACM) (2010) 7-10

Authors:

Y Papadopoulos, M Walker, M-O Reiser, M Weber, D Chen, M Törngren, David Servat, A Abele, F Stappert, H Lonn, L Berntsson, Rolf Johansson, F Tagliabo, S Torchiaro, Anders Sandberg
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Model-Based Safety Engineering of Interdependent Functions in Automotive Vehicles Using EAST-ADL2

Lecture Notes in Computer Science Springer Nature 6351 (2010) 332-346

Authors:

Anders Sandberg, DeJiu Chen, Henrik Lönn, Rolf Johansson, Lei Feng, Martin Törngren, Sandra Torchiaro, Ramin Tavakoli-Kolagari, Andreas Abele
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Cognitive enhancement: methods, ethics, regulatory challenges.

Sci Eng Ethics 15:3 (2009) 311-341

Authors:

Nick Bostrom, Anders Sandberg

Abstract:

Cognitive enhancement takes many and diverse forms. Various methods of cognitive enhancement have implications for the near future. At the same time, these technologies raise a range of ethical issues. For example, they interact with notions of authenticity, the good life, and the role of medicine in our lives. Present and anticipated methods for cognitive enhancement also create challenges for public policy and regulation.
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