In a famous study of expert problem solving, de Groot (1946/1978) examined how chess players found the best move. He reported that there was little difference in the way that the best players (Grand Masters) and very good players (Candidate Masters) searched the board. Although this result has been regularly cited in studies of expertise, it is frequently misquoted. It is often claimed that de Groot found no difference in the way that experts and novices investigate a problem. Comparison of (...) expert and novice chess players on de Groot's problem shows that there are clear differences in their search patterns. We discuss the troublesome theoretical and practical consequences of incorrectly reporting de Groot's findings. (shrink)

Advances in artificial intelligence (AI) raise important questions about whether people view moral evaluations by AI systems similarly to human-generated moral evaluations. We conducted a modified Moral Turing Test (m-MTT), inspired by Allen et al. (Exp Theor Artif Intell 352:24–28, 2004) proposal, by asking people to distinguish real human moral evaluations from those made by a popular advanced AI language model: GPT-4. A representative sample of 299 U.S. adults first rated the quality of moral evaluations when blinded to their source. (...) Remarkably, they rated the AI’s moral reasoning as superior in quality to humans’ along almost all dimensions, including virtuousness, intelligence, and trustworthiness, consistent with passing what Allen and colleagues call the comparative MTT. Next, when tasked with identifying the source of each evaluation (human or computer), people performed significantly above chance levels. Although the AI did not pass this test, this was not because of its inferior moral reasoning but, potentially, its perceived superiority, among other possible explanations. The emergence of language models capable of producing moral responses perceived as superior in quality to humans’ raises concerns that people may uncritically accept potentially harmful moral guidance from AI. This possibility highlights the need for safeguards around generative language models in matters of morality. (shrink)

For many years, the game of chess has provided an invaluable task environment for research on cognition, in particular on the differences between novices and experts and the learning that removes these differences, and upon the structure of human memory and its paramaters. The template theory presented by Gobet and Simon based on the EPAM theory offers precise predictions on cognitive processes during the presentation and recall of chess positions. This article describes the behavior of CHREST, a computer implementation of (...) the template theory, in a memory task when the presentation time is varied from one second to sixty, on the recall of game and random positions, and compares the model to human data. Strong players are better than weak players in both types of positions, especially with long presentation times, but even after brief presentations. CHREST predicts the data, both qualitatively and quantitatively. Strong players' superiority with random positions is explained by the large number of chunks they hold in LTM. Their excellent recall with short presentation times is explained by templates, a special class of chunks. CHREST is compared to other theories of chess skill, which either cannot account for the superiority of Masters in random positions or predict too strong a performance of Masters in such positions. (shrink)

The content of a mental act- a pivotal element of a theory of intentionality- has a threefold meaning: as a logical concept, is the ideal signification, as a psychological concept, is the core of a noema (i.e., the instantiation of an ideal and as an ontological concept, is the object (real or unreal) intented by the nucleus. We can make a parallel between this Husserlian threefold distinction and the Fregean sense/”reference” distinction, reducing it to the sense/object distinction. This paralleism is (...) not to force the Husserl’s thought to Frege’s, but, on the contrary, to show the structure of the triple meaning of content: Husserl mtroduces the difference between ideal signification and instantiated signification, so the pure and Simple signification and the noematic sense are species of the genus sense. Husserl’s theory of intentionality and his philosophy of language does not go Frege, but beyond. The recognition of that allows us to see the error of Føesdal’s mterpretation, as while as those of Sartre and Gurwitsch. The Fregean sense/”reference” distinction is subsumed by the Husserlian conceptual trio ideal signification/noematic sense/object. This triad of concepts houses not only a semantic theory (as Frege’s pair), but also a theory of a theory of perception. Husserl integrates its semantics in a theory of of consciousness that overcomes the intentio doctrines ofBrentano, Twardowsk1 and the medievals. (shrink)

Understanding how look-ahead search and pattern recognition interact is one of the important research questions in the study of expert problem solving. This paper examines the implications of the template theory Gobet & Simon, 1996a , a recent theory of expert memory, on the theory of problem solving in chess. Templates are chunks Chase & Simon, 1973 that have evolved into more complex data structures and that possess slots allowing values to be encoded rapidly. Templates may facilitate search in three (...) ways: a by allowing information to be stored into LTM rapidly; b by allowing a search in the template space in addition to a search in the move space; and c by compensating loss in the minds eye due to interference and decay. A computer model implementing the main ideas of the theory is presented, and simulations of its search behaviour are discussed. The template theory accounts for the slight skill difference in average depth of search found in chess players, as well as for other empirical data. (shrink)

La vie et les oeuvres de J. H. Newman ont suscité de nombreux et importants travaux. L'étude de l'homme lui-même a servi de thème à plusieurs ouvrages ; on a cherché à discerner dans son tempérament la raison de l'originalité de son œuvre ou de l'étendue de son influence ; ailleurs on nous a fait connaitre l'historien, le philosophe, le théologien, mais de tous ces Newman divers, l'éducateur est resté le plus ignoré. Cette constatation fut le point de départ de (...) la présente étude. Or l'éducation, cette activité privilégiée, a si bien été le centre même de la vie de Newman, qu'à elle nous devons non seulement un de ses chefs-d'œuvre les plus achevés, (malheureusement trop peu connu de ceux qui se réclament du Newman du Développement ou de l'Assentiment, voire de celui de l'Apologia), mais presque toutes ses œuvres. Il n'a que bien rarement, peut-être jamais, écrit pour écrire ; il a écrit pour enseigner, et à son âme d'éducateur est dû le caractère particulier de son oeuvre. (shrink)