{"id":7,"date":"2017-11-07T11:29:36","date_gmt":"2017-11-07T11:29:36","guid":{"rendered":"http:\/\/www.markuspantsar.fi\/?page_id=7"},"modified":"2026-04-09T10:49:04","modified_gmt":"2026-04-09T08:49:04","slug":"publications","status":"publish","type":"page","link":"http:\/\/www.markuspantsar.fi\/?page_id=7","title":{"rendered":"Publications"},"content":{"rendered":"<p>You can find (most of) my papers for download also on my <a href=\"https:\/\/philpeople.org\/profiles\/markus-pantsar-1\">PhilPapers<\/a> page, my\u00a0<a href=\"http:\/\/helsinki.academia.edu\/MarkusPantsar\">academia.edu<\/a> page, or my <a href=\"https:\/\/www.researchgate.net\/profile\/Markus_Pantsar\">ResearchGate<\/a> page.<\/p>\n<p><strong>Peer-reviewed scientific articles<\/strong><\/p>\n<ol>\n<li>2026 &#8211; Why Mental Metaphors Do Not Help Us Understand Chatbot Mistakes. <em>Synthese<\/em>, 1-24. doi: 10.1007\/s11229-026-05551-8. With Regina E. Fabry. <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s11229-026-05551-8\">Download.<\/a><\/li>\n<li>2025 &#8211; Two Approaches to Developing Human-like Artificial Mathematical Intelligence. in Pantsar, M., Stjernfelt, F., Gramelsberger, G. &amp; Olteanu, A. (eds.):<em> Philosophy of Artificial Intelligence: Optimistic and Pessimistic Views<\/em>, Springer. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2025\/11\/Pantsar-Two-approaches-to-developing-human-like-artificial-mathematical-intelligence_final.pdf\">Download preprint<\/a><\/li>\n<li>2025 &#8211; &#8220;The need for ethical guidelines in mathematical research in the time of generative AI&#8221;.\u00a0<em>AI and Ethics<\/em>. doi:\u00a010.1007\/s43681-025-00660-5. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2025\/02\/Pantsar-2025-The-need-for-ethical-guidelines.pdf\">Download.<\/a><\/li>\n<li>2025 &#8211; &#8220;Intelligence is not deception: from the Turing test to community-based ascriptions&#8221;.\u00a0<em>AI &amp; Society.<\/em> doi: 10.1007\/s00146-024-02172-y. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2025\/02\/Pantsar-2025-Intelligence-Is-Not-Deception.pdf\">Download.<\/a><\/li>\n<li>2025 &#8211; &#8220;How to Recognize Artificial Mathematical Intelligence in Theorem Proving&#8221;. <em>Topoi<\/em>. doi:\u00a010.1007\/s11245-025-10164-w.\u00a0<a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2025\/02\/Pantsar-2025-How-to-Recognize-Artificial-Mathematical-Intelligence-in-Theorem-Proving.pdf\">Download.<\/a><\/li>\n<li>2025 &#8211; &#8220;How numeral words and symbols shape arithmetical cognition&#8221;.\u00a0<em>Cybernetics &amp; Human Knowing<\/em>, 31 (3-4), 111-128. With Frederik Stjernfelt.<\/li>\n<li>2024 &#8211; &#8220;Where Does Cardinality Come From?&#8221;.\u00a0<em>Review of Philosophy and Psychology. <\/em>doi:\u00a010.1007\/s13164-024-00746-9. With Bahram Assadian.\u00a0<a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2024\/08\/Pantsar-Assadian-2024-Where-Does-Cardinality-Come-From.pdf\">Download.<\/a><\/li>\n<li>2024 &#8211; &#8220;The Cognitive Foundations and Epistemology of Arithmatic and Geometry&#8221;.\u00a0<em>Internet Encyclopedia of Philosophy.\u00a0<\/em><a href=\"https:\/\/iep.utm.edu\/arithmetic-and-geometry\/\">Link.<\/a><\/li>\n<li>2024 &#8211; &#8220;Theorem Proving in Artificial Neural Networks: New Frontiers in Mathematical AI&#8221;.\u00a0<em>European Journal for Philosophy of Science<\/em>, 14, 4. doi:\u00a010.1007\/s13194-024-00569-6. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2024\/01\/Pantsar-2024-Theorem-proving-in-artificial-neural-networks-new-frontiers-in-mathematical-AI.pdf\">Download.<\/a><\/li>\n<li>2024 &#8211; &#8220;Why Do Numbers Exist? A Psychologist Constructivist Account&#8221;.\u00a0<em>Inquiry<\/em>. doi:\u00a010.1080\/0020174X.2024.2305386. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2025\/03\/Pantsar-2024-Why-do-numbers-exist-A-psychologist-constructivist-account.pdf\">Download.<\/a><\/li>\n<li>2023 &#8211; &#8220;Peirce\u2019s Philosophy of Notations and the Trade-offs in Comparing Numeral Symbol Systems&#8221;. <em>Cognitive Semiotics<\/em>. doi: 10.1515\/cogsem-2023-2007. With Frederik Stjernfelt. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2024\/01\/Stjernfelt-Pantsar-2023-Peirces-Philosophy-of-Notations_preprint.pdf\">Pre-print.<\/a><\/li>\n<li>2023\u00a0&#8211; &#8220;On Radical Enactivist Accounts of Arithmetical Cognition&#8221;.\u00a0<em>Ergo,\u00a0<\/em>9, 57.\u00a0doi.org\/10.3998\/ergo.3120 <a href=\"https:\/\/journals.publishing.umich.edu\/ergo\/article\/id\/3120\/\">Download<\/a>.<\/li>\n<li>2023 &#8211; &#8220;Developing Artificial Human-Like Arithmetical Intelligence (and Why).&#8221;\u00a0<em>Minds and Machines<\/em>. 1-18. doi: 10.1007\/s11023-023-09636-y <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2023\/06\/Pantsar-2023-Developing-Artificial-Human-Like-Arithmetical-Intelligence-and-Why.pdf\">Download.<\/a><\/li>\n<li>2023 &#8211; &#8220;From Maximal Intersubjectivity to Objectivity: An Argument from the Development of Arithmetical Cognition&#8221;. <em>Topoi,\u00a0<\/em>42, 271-281. doi: 1007\/s11245-022-09842-w. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2023\/06\/Pantsar-2023-From-Maximal-Intersubjectivity-to-Objectivity.pdf\">Download.<\/a><\/li>\n<li>2023 &#8211; &#8220;On What Ground Do Thin Objects Exist? In Search of the Cognitive Foundations of Number Concepts&#8221;.\u00a0<em>Theoria<\/em>, 89(3), 298-313.\u00a0doi:10.1111\/theo.12366. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2021\/11\/Pantsar-2021-On-What-Ground-Do-Thin-Objects-Exist.pdf\">Download.<\/a><\/li>\n<li>2022<em>\u00a0&#8211; &#8220;<\/em>On the Development of Geometric Cognition: Beyond Nature vs. Nurture&#8221;.\u00a0<em>Philosophical Psychology, <\/em>35(4), 595-616. doi: 10.1080\/09515089.2021.2014441 <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2021\/11\/Pantsar-2021-On-What-Ground-Do-Thin-Objects-Exist.pdf\">Pre-print.<\/a><\/li>\n<li>2021 &#8211; &#8220;Objectivity in Mathematics, without Mathematical Objects&#8221;,\u00a0<em>Philosophia Mathematica<\/em>, 29(3), 318-352.\u00a0doi: 10.1093\/philmat\/nkab010.\u00a0<a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2021\/03\/objectivity-without-objects-final.pdf\">Pre-print<\/a>.<\/li>\n<li>2021 &#8211; &#8220;Bootstrapping of Integer Concepts: the Stronger Deviant\u2011interpretation Challenge (and How to Solve It)&#8221;.\u00a0<em>Synthese,<\/em>\u00a0199 (3-4), 5791-5814 doi.org\/10.1007\/s11229-021-03046-2. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2021\/02\/Pantsar-2021-Bootstrapping-of-Integer-Concepts.pdf\">Download<\/a>.<\/li>\n<li>2021 &#8211; \u201cDescriptive Complexity, Computational Tractability, and the Logical and Cognitive Foundations of Mathematics\u201d. <em>Minds and Machines, <\/em>31<em>,\u00a0<\/em>\u00a075-98. doi: 10.1007\/s11023-020-09545-4. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/12\/Pantsar-2020-Descriptive-Complexity.pdf\">Download<\/a>.<\/li>\n<li>2021 \u2013 \u201cCognitive and Computational Complexity: Considerations from Mathematical Problem Solving\u201d. <em>Erkenntnis<\/em>, 86, 961-997. <a href=\"https:\/\/doi.org\/10.1007\/s10670-019-00140-3\">https:\/\/doi.org\/10.1007\/s10670-019-00140-3<\/a>. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2019-Cognitive-and-Computational-Complexity.pdf\">Download.<\/a><\/li>\n<li>2021 \u2013 \u201cA fresh look at research strategies in computational cognitive science: The case of enculturated mathematical problem solving\u201d. <em>Synthese<\/em>, 198, 3221-3263. https:\/\/doi.org\/10.1007\/s11229-019-02276-9. With Regina E. Fabry. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Fabry-Pantsar-2019-A-Fresh-Look-at-Research-Strategies-in-Computational-Cognitive-Science.pdf\">Download.<\/a><\/li>\n<li>2020 &#8211; &#8220;Complexity of Mental Integer Addition&#8221;.\u00a0<em>Journal of Numerical Cognition<\/em>,\u00a06(1), 148-163. With Stefan Buijsman. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Buijsman-Pantsar-2020-Complexity-of-Mental-Integer-Addition.pdf\">Pre-print.<\/a><\/li>\n<li>2019 \u2013 \u201cThe Enculturated Move From Proto-Arithmetic to Arithmetic\u201d. <em>Frontiers in Psychology<\/em> 10: 1454. doi: 10.3389\/fpsyg.2019.01454. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2019-The-Enculturated-Move-from-Proto-Arithmetic-to-Arithmetic.pdf\">Download.<\/a><\/li>\n<li>2018 \u2013 \u201cMathematical explanations and mathematical applications\u201d, in Sriraman, B. (ed.) <em>Handbook of Mathematics of the Arts and Sciences<\/em>, Springer. doi: 10.1007\/978-3-319-70658-0_30-1. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2018-Mathematical-Explanations-and-Mathematical-Applications.pdf\">Download.<\/a><\/li>\n<li>2018<em>\u00a0<\/em>\u2013 &#8220;Early Numerical Cognition and Mathematical Processes&#8221;, <em>THEORIA,\u00a0<\/em>33 (2), 285-304, 494-503. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2018-Early-Numerical-Cognition-and-Mathematical-Processes.pdf\">Download.<\/a><\/li>\n<li>2016 \u2013 \u201cThe Modal Status of Contextually A Priori Arithmetical Truths\u201d, in Boccuni &amp; Sereni (eds.): <em>Philosophy of mathematics: objectivity, cognition, and proof<\/em>, Springer. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2016-The-Modal-Status-of-Contextually-A-Priori-Arithmetical-Truths.pdf\">Download.<\/a><\/li>\n<li><em>\u00a0<\/em>2016 &#8211; \u201cThe Great Gibberish: Mathematics in Western Popular Culture.\u201d Larvor (ed.): In Mathematical Cultures: The London Meetings 2012-2014, Springer. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2016-The-Great-Gibberish.pdf\">Download.<\/a><\/li>\n<li>2016 &#8211; \u201cFrege, Dedekind, and the Epistemology of Arithmetic\u201d, <em>Acta Analytica<\/em>, 31 (3), 297-318. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2016-Frege-Dedekind-and-the-Modern-Epistemology-of-Arithmetic.pdf\">Download.<\/a><\/li>\n<li>2015 &#8211; \u201cAssessing the \u2018New Epistemology of Mathematics\u2019\u201d, <em>Discipline filosofiche<\/em> XXV, 1. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2015-Assessing-the-New-Epistemology-of-Mathematics.pdf\">Download.<\/a><\/li>\n<li>2015 &#8211; \u201cIn search of aleph-null: how infinity can be created?\u201d, <em>Synthese<\/em>, 192 (8), 2489-2511. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2015-In-Search-of-Aleph-Null.pdf\">Download.<\/a><\/li>\n<li>2014 \u2013 \u201cAn Empirically feasible approach to the epistemology of arithmetic\u201d, <em>Synthese<\/em>, 191 (17), 4201-4229. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2014-An-empirically-feasible-approach-to-the-epistemology-of-Arithmetic.pdf\">Download.<\/a><\/li>\n<li>2012 &#8211; \u201cPerspectives to Empirical Philosophy of Mathematics\u201d, in Petrov, V. (ed.) <em>Applied and Experimental Philosophy in the Knowledge Based Society East and West<\/em>, pp. 170-80. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2012-Perspectives-to-Empirical-Philosophy-of-Mathematics.pdf\">Download.<\/a><\/li>\n<li>2012 \u2013 \u201cAt What Stage Does Mathematical Understanding Arise? Toward Empirically Feasible Philosophy of Mathematics\u201d (in Finnish, &#8220;Miss\u00e4 vaiheessa matemaattinen ymm\u00e4rrys syntyy?&#8221;), in Viljanen, Siipi and Sintonen (eds.): <em>Ymm\u00e4rrys<\/em>, Reports from the Department of Philosophy Vol. 25, University of Turku. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2012-Miss%C3%A4-vaiheessa-matemaattinen-ymm%C3%A4rrys-syntyy.pdf\">Download.<\/a><\/li>\n<li>2011 \u2013 \u201cWhat Can We Deduce from G\u00f6del\u2019s Incompleteness Theorems in Philosophy?\u201d (in Finnish, &#8220;Mit\u00e4 G\u00f6delin ep\u00e4t\u00e4ydellisyysteoreemoista voidaan p\u00e4\u00e4tell\u00e4 filosofiassa), <em>Ajatus<\/em>, Vol. 68, pp. 175-200. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2011-Mit%C3%A4-G%C3%B6delin-ep%C3%A4t%C3%A4ydellisyysteoreemoista-voidaan-p%C3%A4%C3%A4tell%C3%A4-filosofiassa.pdf\">Download.<\/a><\/li>\n<\/ol>\n<p><strong>Scientific books (monographs)<\/strong><\/p>\n<ol>\n<li>2024\u00a0&#8211; <em>Numerical Cognition and the Epistemology of Arithmetic.<\/em> Cambridge University Press, 252p.\u00a0ISBN: 9781009468886<\/li>\n<li>2009 &#8211; <em>Truth, Proof and G\u00f6delian Arguments: A Defence of Tarskian Truth in Mathematics<\/em>, Philosophical Studies from the University of Helsinki, Vol. 23, 308p. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2009-Truth-Proof-and-G%C3%B6delian-Arguments.pdf\">Download.<\/a><\/li>\n<\/ol>\n<p><strong>\u00a0<\/strong><strong>Edited volumes<\/strong><\/p>\n<ol>\n<li><em>forthcoming &#8211; Synthese Topical Collection: Epistemic Agency in the Age of AI<\/em>, with Stefan Buijsman and Giorgia Pozzi.<\/li>\n<li>2025 <em>\u2013\u00a0<\/em><em>Philosophy of Artificial Intelligence: Optimistic and Pessimistic Views<\/em>, Springer. Edited with Frederik Stjernfelt, Gabriele Gramelsberger and Alin Olteanu.<\/li>\n<li>2020<em> \u2013 Synthese Special Issue: Mathematical Cognition and Enculturation<\/em>, with Catarina Dutilh Novaes. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2019-Mathematical-Cognition-and-Enculturation-Introduction.pdf\">Download\u00a0 the Introduction<\/a>, written by me.<\/li>\n<\/ol>\n<p><strong>Book reviews<\/strong><\/p>\n<ol>\n<li>2018<em> &#8211; <\/em>Extended book review &#8211; Caleb Everett: Numbers and the Making of Us,\u00a0<em>Journal of Numerical Cognition<\/em> (with Paula Quinon). <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-Quinon-2018-Book-review-Everett-Numbers-and-the-Making-of-Us.pdf\">Download.<\/a><\/li>\n<li>2018<em>\u00a0<\/em>\u2013 Sorin Bangu (ed.): Naturalizing Logico-Mathematical Knowledge, <em>The Philosophical Quarterly<\/em>.\u00a0https:\/\/doi.org\/10.1093\/pq\/pqy051. <a href=\"http:\/\/www.markuspantsar.fi\/wp-content\/uploads\/2020\/01\/Pantsar-2018-Book-review-Bangu-ed.-Naturalizing-Logico-Mathematical-Knowledge.pdf\">Download.<\/a><\/li>\n<\/ol>\n<p><strong>Non-peer-reviewed scientific articles<\/strong><\/p>\n<ol>\n<li>2024 &#8211; &#8220;Wissenschaftstheoretisch Reflexionen zu Research Software Engineering&#8221;.\u00a0<em>RWTH Themen Forschungsmagazin<\/em>, 1, 80-83. With Gramelsberger, G., Heyen, D., Kasprowicz, D., Kerksieck, F., Venator, T. &amp; Wenz, D.<\/li>\n<li>2023 &#8211;\u00a0Blog entry: &#8220;On Radical Enactivist Accounts of Arithmetical Cognition&#8221;.\u00a0<em>Ergo Blog<\/em>. https:\/\/ergoblog.org\/markus-pantsar-on-radical-enactivist-accounts-of-arithmetical-cognition\/<\/li>\n<li>2022 &#8211; &#8220;Twitter and the Aphoristic (Re)turn in Thought, Knowledge and Education.&#8221;\u00a0<em>Educational Philosophy and<\/em> <em>Theory<\/em>. doi: 10.1080\/00131857.2022.2132937. With\u00a0Fuller, S., Gorman, D., Dusek, V., Babich, B., Basb\u00f8ll, T. &amp; Rider, S.<\/li>\n<li>2020 &#8211; &#8220;Mathematical Cognition and Enculturation: Introduction to the Synthese Special Issue&#8221;. <em>Synthese<\/em>, 197, 3647-3655. doi: 10.1007\/s11229-019-02478-1<\/li>\n<\/ol>\n<p><strong>Theses<\/strong><\/p>\n<ol>\n<li>2004 \u2013 <em>Arguments against strong artificial intelligence<\/em>, Master\u2019s thesis in theoretical philosophy, University of Helsinki.<\/li>\n<li>2004 \u2013 <em>G\u00f6del\u2019s Incompleteness <\/em>Theorems, Laudatur thesis in mathematics, University of Helsinki.<\/li>\n<\/ol>\n<p><strong>Software<\/strong><\/p>\n<ol>\n<li>Gramelsberger, G., Pantsar, M, Wenz, D., Kasprowicz, D., Heyen, D. &amp; Metta, N. GICAT: General Isomorphic Code Analysis Tool. doi: 10.5281\/zenodo.18833096<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>You can find (most of) my papers for download also on my PhilPapers page, my\u00a0academia.edu page, or my ResearchGate page. Peer-reviewed scientific articles 2026 &#8211; Why Mental Metaphors Do Not Help Us Understand Chatbot Mistakes. Synthese, 1-24. doi: 10.1007\/s11229-026-05551-8. With Regina E. Fabry. Download. 2025 &#8211; Two Approaches to Developing Human-like Artificial Mathematical Intelligence. in<\/p>\n<p><a class=\"moretag\" href=\"http:\/\/www.markuspantsar.fi\/?page_id=7\">Continue Reading&hellip;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-7","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/www.markuspantsar.fi\/index.php?rest_route=\/wp\/v2\/pages\/7","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.markuspantsar.fi\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.markuspantsar.fi\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.markuspantsar.fi\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.markuspantsar.fi\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7"}],"version-history":[{"count":43,"href":"http:\/\/www.markuspantsar.fi\/index.php?rest_route=\/wp\/v2\/pages\/7\/revisions"}],"predecessor-version":[{"id":275,"href":"http:\/\/www.markuspantsar.fi\/index.php?rest_route=\/wp\/v2\/pages\/7\/revisions\/275"}],"wp:attachment":[{"href":"http:\/\/www.markuspantsar.fi\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}