Does AI Think?
Open accessAbstract
This article raises a very relevant question today: “Does AI think?” To come up with an answer, it explores several conceptions of knowledge, from classical Aristotelian notions to modern philosophers’ takes on it. For Aristotle, knowledge starts with the senses, and, through epagoge and nous, it grows into an understanding of the nature of the thing known, which is something that does not happen with AI. Modern schools of thoughts are either rationalist or empiricist. For rationalists, knowledge is innate, while empiricists believe all knowledge comes from the senses. As Kant views it, knowledge is “built” on sensorial data with the use of theoretical reason categories. Based on these approaches, it is harder to claim that AI does not think by itself. The article also reviews current philosophers’ views on AI and AI thinking. Summing up, the answer to the initial question depends on the concept of knowledge adopted. As this article shares the classical notion of thinking, it concludes that AI does not think.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The assumption that actions of AI can be interpreted in relation to its thinking seems unfulfilled.
“Hence, this assumption seems to be unfulfilled (Crespo, 2024).”
From There is no such thing as conscious artificial intelligence (2025) · cites this paper as Crespo, 2024
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The publisher hasn’t deposited this paper’s reference list.
Research works printed but not linked: 19
- Barnes, Jonathan. 1993. Aristotle Posterior Analytics, translated with a commen- tary by Jonathan Barnes. Oxford: Clarendon.
- Blum, Paul Richard. 2010. "Michael Polanyi: Can the Mind be Represented by a Machine? Documents of the Discussion in 1949." Polanyiana 201(1-2): 35- 60.
- Boden, Margaret. 2016. AI, its nature and future, Oxford: Oxford University Press.
- Bunge, Mario. [1956] 1959. "Do Computers Think?" British Journal of the Philoso- phy of Science 7(26): 139-48, reprinted in Mario Bunge (1959) Metascientific Queries, 124-152, Springfield, Ill.: Charles C. Thomas.
- Dreyfus, Hubert L. and Stuart E. 1986. Mind over Machine. The Power of Human Intuition and Expertise in the Era of Computer. New York: The Free Press.
- Hintikka, Jaakko. 1980. "Aristotelian Induction." Revue Internationale de Philoso- phie 34(133-134): 422-39.
- Hintikka, Jaakko. 1992. "The concept of induction in the light of the interroga- tive approach to inquiry." In J. Earman (ed.) Inference, explanation, and other frustrations: Essays in the philosophy of science. Berkeley, CA: University of California Press. 12(2)/2024
- Kant, Immanuel. [1787] 1999. Critique of Pure Reason, Translated and Edited by Paul Guyer and Allen Wood. Cambridge: Cambridge University Press.
- Kenny, Anthony. 2006. The Rise of Modern Philosophy. Oxford: Clarendon Press.
- Kenny, Anthony. 2007. Philosophy in the Modern World. Oxford: Clarendon Press.
- Kohne, Jens. 2014. "Ontology, its Origins and its Meaning in Information Sci- ence." In Philosophy, Computing and Information science, edited by Ruth Hagengruber, and Uwe Riss, 85-90. London: Pickering and Chatto. DOI: https://doi.org/10.4324/9781315653938 · DOI
- Landgrebe, Jobst and Barry Smith. 2023. Why Machines Will Never Rule the World. New York and London: Routledge.
- Legg, Shane and Marcus Hutter. 2007. "A Collection of Definitions of Intelli- gence", IDSIA-07-07 Technical Report. https://arxiv.org/abs/0706.3639, Ac- cessed 22 February 2024. · arXiv
- McLear, C. 2020. "Kantian Conceptualism/Nonconceptualism." In The Stanford Encyclopedia of Philosophy (Fall 2021 Edition), edited by Edward N. Zalta. htt- ps://plato.stanford.edu/archives/fall2021/entries/kant-conceptualism/.
- Oberst, Michael. 2015. "Kant on Universals." History of Philosophy Quarterly 32(4): 335-52.
- Polanyi, Michael. 1952. "The Hypothesis of Cybernetics." The British Journal for the Philosophy of Science 2(8): 312-315. DOI: https://www.journals.uchicago. edu/doi/10.1093/bjps/II.8.312. · DOI
- Reeve, C.D.C. 2006. "Aristotle on the Virtues of Thought." In The Blackwell Guide to Aristotle's Nicomachean Ethics, edited by Richard Kraut, 199-217, Oxford: Oxford University Press.
- Reeve, C.D.C. 1995. Practices of Reason. Aristotle's Nicomachean Ethics. Oxford: Clarendon Press.
- Sanchez Cañizares, J. 2022. "Posibilidades y límites de la inteligencia artificial." Toledana 46(1): 233-50.
Cited by
Sorted by citations
There is no such thing as conscious artificial intelligence
Porębski, A., & Figura, J. (2025) · Humanities and Social Sciences Communications · doi:10.1057/s41599-025-05868-8 · Cited by 20 · see citing works
“Hence, this assumption seems to be unful fi lled (Crespo, 2024).”
- Authors
- Crespo, R.
- Affiliations
- Consejo Nacional de Investigaciones Científicas y Técnicas (AR)
- Corresponding author
- Crespo, Ricardo
- ORCID
- Crespo, Ricardo
- Venue
- Scientia et Fides
- Published
- 2024-10-25
- Volume
- 12
- Issue
- 2
- Pages
- 37-47
- ISSN
- 2300-7648 (ISSN-L)
- 2353-5636
- OpenAlex
- W4403837346
- Cited by
- 1
- References
- 0
- Citations by year
- 2025: 1
- FWCI
- 0.41
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- Locations
- Scientia et Fides (publishedVersion, cc-by-nd)
- Conicet (submittedVersion, cc-by-nd)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Philosophy and Theoretical Science
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Cybernetics and Technology in Society
- Social Sciences › Arts and Humanities › Philosophy › Epistemology, Ethics, and Metaphysics
- Keywords
- artificial intelligence, machine thinking, concept of knowledge, Aristotle, epagoge, nous, rationalism, empiricism, Immanuel Kant, categories of understanding, philosophy of artificial intelligence, innate knowledge
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review