Human verifications: Computable with truth values outside logic

Author:

Johnson-Laird Philip N.12ORCID,Byrne Ruth M. J.3ORCID,Khemlani Sangeet S.4ORCID

Affiliation:

1. Department of Psychology, Princeton University, Princeton, NJ 08544

2. Department of Psychology, New York University, New York, NY 10003

3. School of Psychology and Institute of Neuroscience, Trinity College Dublin, University of Dublin, Dublin 2, Ireland

4. Navy Center for Applied Research in Artificial Intelligence, US Naval Research Laboratory, Washington, DC 20375

Abstract

Cognitive scientists treat verification as a computation in which descriptions that match the relevant situation are true, but otherwise false. The claim is controversial: The logician Gödel and the physicist Penrose have argued that human verifications are not computable. In contrast, the theory of mental models treats verification as computable, but the two truth values of standard logics, true and false , as insufficient. Three online experiments (n = 208) examined participants’ verifications of disjunctive assertions about a location of an individual or a journey, such as: ‘You arrived at Exeter or Perth’. The results showed that their verifications depended on observation of a match with one of the locations but also on the status of other locations (Experiment 1). Likewise, when they reached one destination and the alternative one was impossible, their use of the truth value: could be true and could be false increased (Experiment 2). And, when they reached one destination and the only alternative one was possible, they used the truth value, true and it couldn’t have been false , and when the alternative one was impossible, they used the truth value: true but it could have been false (Experiment 3). These truth values and those for falsity embody counterfactuals. We implemented a computer program that constructs models of disjunctions, represents possible destinations, and verifies the disjunctions using the truth values in our experiments. Whether an awareness of a verification’s outcome is computable remains an open question.

Publisher

Proceedings of the National Academy of Sciences

Subject

Multidisciplinary

Reference51 articles.

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2. K. Gödel, “On formally undecidable propositions of Principia Mathematica and related systems I” (Trans., E. Mendelson, of original publication in 1931) in The Undecidable, M. Davis, Ed. (The Raven Press, 1965), pp. 5–38.

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4. RESPONSE TO AFFIRMATIVE AND NEGATIVE BINARY STATEMENTS

5. On the process of comparing sentences against pictures

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