in Undetermined Table d’Hôte Ingar Brinck: Investigating the development of creativity: The Sahlin hypothesis 7 Linus Broström: Known unknowns and proto-second-personal address in photographic art 25 Johan Brännmark: Critical moral thinking without moral theory 33 Martin Edman: Vad är ett missförhållande? 43 Pascal Engel: Rambling on the value of truth 51 Peter Gärdenfors: Ambiguity in decision making and the fear of being fooled 75 Göran Hermerén: NIPT: Ethical aspects 89 Mats Johansson: Roboethics: What problems should be addressed and why? 103 (...) Johan Laserna: Ambivalenta bilder 113 Anna-Sofia Maurin: Metaphysical explanation 161 Kevin Mulligan: Is preference primitive? 169 John D. Norton: How does your garden grow? 181 Johannes Persson & Annika Wallin: The distinction between internal and external validity 187 Johanna Seibt: Becoming our selves 197 Paul Slovic, Robin Gregory, David Frank, and Daniel Vastfjall: Confronting the collapse of humanitarian values in foreignpolicy decision making 209 Peter Sylwan: Det eviga livet 215 Claudine Tiercelin: Chance, love and logic: Ramsey and Peirce on norms, rationality and the conduct of life 221 Epilog 257 Frank Ramsey. (shrink)

ABSTRACT In the paper we present a survey of some approaches to the semantics of many-valued propositional systems. These approaches are inspired on one hand by classical problems in the investigations of logical aspects of epistemic activity: knowledge and truth, contradictions, beliefs, reliability of data, etc. On the other hand they reflect contemporary concerns of researchers in Artificial Intelligence (and Cognitive Science in general) with inferences drawn from imperfect information, even from total ignorance. We treat the mathematical apparatus that has (...) emerged recently: algebraic structures related to the new logical systems in the same way Boolean algebras correspond to classical logic. (shrink)

It is argued that it is not sufficient to consider only the sentences included in the explanans and explanandum when determining whether they constitute an explanation, but these sentences must always be evaluated relative to a knowledge situation. The central criterion on an explanation is that the explanans in a non-trivial way increases the belief value of the explanandum, where the belief value of a sentence is determined from the given knowledge situation. The outlined theory of explanations is applied to (...) some well-known examples and is also compared to other theories of explanation. (shrink)

Decisions where there is not enough information for a well-informed decision due to unidentified consequences, options, or undetermined demarcation of the decision problem are called decisions under great uncertainty. This paper argues that public policy decisions on _how_ and _if_ to implement decision-making processes based on machine learning and AI for public use are such decisions. Decisions on public policy on AI are uncertain due to three features specific to the current landscape of AI, namely (i) the vagueness of the (...) definition of AI, (ii) uncertain outcomes of AI implementations and (iii) pacing problems. Given that many potential applications of AI in the public sector concern functions central to the public sphere, decisions on the implementation of such applications are particularly sensitive. Therefore, it is suggested that public policy-makers and decision-makers in the public sector can adopt strategies from the argumentative approach in decision theory to mitigate the established great uncertainty. In particular, the notions of framing and temporal strategies are considered. (shrink)

Two types of measures of probabilistic uncertainty are introduced and investigated. Dispersion measures report how diffused the agent’s second-order probability distribution is over the range of first-order probabilities. Robustness measures reflect the extent to which the agent’s assessment of the prior (objective) probability of an event is perturbed by information about whether or not the event actually took place. The properties of both types of measures are investigated. The most obvious type of robustness measure is shown to coincide with one (...) of the major candidates for a dispersion measure, the mean square deviation measure. (shrink)

This volume is a collection of some of the most important philosophical papers by Peter Gärdenfors. Spanning a period of more than 20 years of his research, they cover a wide ground of topics, from early works on decision theory, belief revision and nonmonotonic logic to more recent work on conceptual spaces, inductive reasoning, semantics and the evolutions of thinking. Many of the papers have only been published in places that are difficult to access. The common theme of all the (...) papers is the dynamics of thought. Several of the papers have become minor classics and the volume bears witness of the wide scope of Gärdenfors’ research and of his crisp and often witty style of writing. The volume will be of interest to researchers in philosophy and other cognitive sciences. (shrink)

Standard evolutionary game theory investigates the evolutionary fitness of alternative behaviors in a fixed and single decision problem. This paper instead focuses on decision criteria, rather than on simple behaviors, as the general behavioral rules under selection in the population: the evolutionary fitness of classic decision criteria for rational choice is analyzed through Monte Carlo simulations over various classes of decision problems. Overall, quantifying the uncertainty in a probabilistic way and maximizing expected utility turns out to be evolutionarily beneficial in (...) general. Minimizing regret also finds some evolutionary justifications in our results, while maximin seems to be always disadvantaged by differential selection. (shrink)

An approach to the treatment of inference in the presence of uncertain truth values is described, based on representing uncertainties by sets of ordinary (certain) truth values. Both the algebraic and the logical aspects are studied for a variety of lattices used as truth value spaces in the domain of many-valued logic.

The reduction of the levels of the electromagnetic fields surrounding and emanating from computer screens is discussed in relation to ethical issues of risk reduction, in particular where the factual basis for the actions taken is nonconclusive. The technicaland scientific background is reviewed briefly. Some empirical approaches for determining risks, for example, the method of contingent valuations, are reviewed, and their ethical implications are discussed. When both the risk level and the determination of the certainty of the risk level is (...) unknown, it is not considered responsible to further the work on reduction of the levels of the electromagnetic fields. The present state of knowledge does not seem to warrant further action regarding these fields. It is suggested that the focus of endeavors be directed toward otherconcems, in particular to image quality and the work situation. (shrink)