The Evolutionary Tools of Free Intelligence in the Wild
Abstract
1. Introduction
Indigebant tamen eis ad experimentalem cognitionem sumendam de naturis eorummeaning that God led animals before and ‘Humans in the state of innocence did not need animals for their bodily needs … They needed them, however, in order to have experimental knowledge of their natures’.St Thomas Aquinas, Summa theologiae, I. 96.84 [1]
1.1. A Kantian Doctrine
1.2. Transcendental Valence
2. A Darwinian Perspective
3. Free Intelligence on Natural Forms
3.1. Evolutionary Design
3.2. Intelligible Capacity
4. On Reason
The Reason Edge
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Douglas, A.X. Spinoza and Dutch Cartesianism: Philosophy and Theology; Oxford University Press: New York, NY, USA, 2015. [Google Scholar]
- Schlinger, H.D., Jr.; Poling, A. Individual Differences: Intelligence, Personality, and Social Behavior. In Introduction to Scientific Psychology; Springer: Berlin/Heidelberg, Germany, 1998; pp. 285–312. [Google Scholar]
- Hosken, D.J.; Hunt, J.; Wedell, N. Genes and Behaviour: Beyond Nature-Nurture; John Wiley & Sons: Hoboken, NJ, USA, 2019. [Google Scholar]
- Baschetti, R. Genetic Evidence That Darwin Was Right About Criminality: Nature, Not Nurture; Elsevier: Amsterdam, The Netherlands, 2008; Volume 70, pp. 1092–1102. [Google Scholar]
- Galton, F. Inquiries into Human Faculty and Its Development; Macmillan: London, UK, 1883. [Google Scholar]
- Kant, I. Practical Philosophy; Cambridge University Press: Cambridge, UK, 1996. [Google Scholar]
- Hodos, W. Animal general intelligence: An idea ahead of its time. Behav. Brain Sci. 1987, 10, 668. [Google Scholar] [CrossRef]
- Macphail, E. Vertebrate intelligence: The null hypothesis. Philos. Trans. R. Soc. Lond. B Biol. Sci. 1985, 308, 37–51. [Google Scholar] [CrossRef]
- Lesher, J.H. Mind’s Knowledge and Powers of Control in Anaxagoras” DK” b12. Phronesis 1995, 40, 125–142. [Google Scholar] [CrossRef]
- Brisson, L. Memory and the Soul’s Destiny in Plotinus. Philos. Salvation Greek Relig. 2013, 60, 289. [Google Scholar]
- Sternberg, R.J. Metaphors of Mind: Conceptions of the Nature of Intelligence; Cambridge University Press: Cambridge, UK, 1990. [Google Scholar]
- Gerson, L. The unity of intellect in Aristotle’s De Anima. Phronesis 2004, 49, 348–373. [Google Scholar] [CrossRef]
- Bennett, M. Developmental Psychology: Achievements and Prospects; Psychology Press: Hove, UK, 1999. [Google Scholar]
- Henrich, D. The Unity of Reason: Essays on Kant’s Philosophy; Harvard University Press: Cambridge, MA, USA, 1994. [Google Scholar]
- Werner, A. Hegel on Kant’s Analytic–Synthetic Distinction. Eur. J. Philos. 2018, 26, 502–524. [Google Scholar] [CrossRef]
- Seth, A. The Development from Kant to Hegel; Cambridge Scholars Publishing: Cambridge, UK, 2008. [Google Scholar]
- Waxman, W. Kant’s Anatomy of the Intelligent Mind; OUP: New York, NY, USA, 2014. [Google Scholar]
- Nunez, T. Kant on plants: Self-activity, representations, and the analogy with life. Philos. Impr. 2021, 21, 1–30. [Google Scholar]
- Lorimer, F. The Growth of Reason: A Study of the Role of Verbal Activity in the Growth of the Structure of the Human Mind; Routledge: London, UK, 2013. [Google Scholar]
- Sternberg, R.J. Wisdom, Intelligence, and Creativity Synthesized; Cambridge University Press: Cambridge, UK, 2003. [Google Scholar]
- Galton, F. Hereditary Genius; D. Appleton: New York, NY, USA, 1891. [Google Scholar]
- Darwin, C. Charles Darwin’s Works: The Descent of Man and Seletion in Relation to Sex; D. Appleton: New York, NY, USA, 1896. [Google Scholar]
- James, W. The Principles of Psychology Vol. II; Henry Holt and Company: New York, NY, USA, 1890. [Google Scholar]
- Binda, P.; Morrone, M.C. Vision during saccadic eye movements. Annu. Rev. Vis. Sci. 2018, 4, 193–213. [Google Scholar] [CrossRef]
- Pélisson, D.; Prablanc, C.; Goodale, M.A.; Jeannerod, M. Visual control of reaching movements without vision of the limb: II. Evidence of fast unconscious processes correcting the trajectory of the hand to the final position of a double-step stimulus. Exp. Brain Res. 1986, 62, 303–311. [Google Scholar] [CrossRef]
- Vellend, M. Everything Evolves: Why Evolution Explains More Than We Think, from Proteins to Politics; Princeton University Press: Princeton, NJ, USA, 2025. [Google Scholar]
- Dawkins, R. The Selfish Gene; Oxford University Press: New York, NY, USA, 2016. [Google Scholar]
- Blackmore, S. The Meme Machine; Oxford Paperbacks: Oxford, UK, 2000. [Google Scholar]
- Blackmore, S. Consciousness in meme machines. J. Conscious. Stud. 2003, 10, 19–30. [Google Scholar] [CrossRef]
- Fomin, I. Memes, genes, and signs: Semiotics in the conceptual interface of evolutionary biology and memetics. Semiotica 2019, 2019, 327–340. [Google Scholar] [CrossRef]
- Sauce, B.; Matzel, L.D. The paradox of intelligence: Heritability and malleability coexist in hidden gene-environment interplay. Psychol. Bull. 2018, 144, 26. [Google Scholar] [CrossRef]
- Sternberg, R.J. (Ed.) Handbook of Creativity; Cambridge University Press: Cambridge, UK, 1999. [Google Scholar]
- Bergman, J. The Dark Side of Charles Darwin: A Critical Analysis of an Icon of Science; New Leaf Publishing Group: Green Forest, AR, USA, 2011. [Google Scholar]
- Olcese, U.; Oude Lohuis, M.N.; Pennartz, C.M. Sensory processing across conscious and nonconscious brain states: From single neurons to distributed networks for inferential representation. Front. Syst. Neurosci. 2018, 12, 49. [Google Scholar] [CrossRef]
- Cristalli, C. Unconscious inferences in perception in early experimental psychology: From Wundt to Peirce. J. Hist. Behav. Sci. 2022, 58, 432–448. [Google Scholar] [CrossRef]
- Barsalou, L.W. Perceptual symbol systems. Behav. Brain Sci. 1999, 22, 577–660. [Google Scholar] [CrossRef]
- Levin, M.; Corning, P.A.; Kauffman, S.A.; Noble, D.; Shapiro, J.A.; Vane-Wright, R.; Pross, A. Collective intelligence of morphogenesis as a teleonomic process. In Evolution “on Purpose”: Teleonomy in Living Systems; The MIT Press: Cambridge, MA, USA, 2023; pp. 175–198. [Google Scholar]
- Byrne, R.M.J.; Evans, J.S.B.T.; Newstead, S.E. Human Reasoning: The Psychology of Deduction, 1st ed.; Psychology Press: Hove, UK, 1993. [Google Scholar] [CrossRef]
- Darwin, L. Natural selection. Eugen. Rev. 1927, 18, 285. [Google Scholar] [PubMed]
- Boag, P.T.; Grant, P.R. Intense natural selection in a population of Darwin’s finches (Geospizinae) in the Galapagos. Science 1981, 214, 82–85. [Google Scholar] [CrossRef] [PubMed]
- Fisher, R.A. The Genetical Theory of Natural Selection: A Complete Variorum Edition; Oxford University Press: New York, NY, USA, 1999. [Google Scholar]
- Ramos, M.; Ramos-Rodriguez, O.; Gallardo-Covas, F. Biological control in Puerto Rico. In Biological Control in Latin America and the Caribbean: Its Rich History and Bright Future; CABI: Wallingford, UK, 2020; pp. 390–402. [Google Scholar]
- Douglas, M.R.; DuBoyce, M.; Kuppek, V.; Marich, A.; Poisson, M.K.; Spiro, A.; Boback, S. Potential for the American toad (Anaxyrus americanus) to contribute to biological control in a vegetable agroecosystem. Agrosyst. Geosci. Environ. 2026, 9, e70314. [Google Scholar]
- Hudson, C.; McCurry, M.; Lundgren, P.; McHenry, C.; Shine, R. Constructing an invasion machine: The rapid evolution of a dispersal-enhancing phenotype during the cane toad invasion of Australia. PLoS ONE 2016, 11, e0156950. [Google Scholar] [CrossRef]
- Shavanov, M.; Shigapov, I.; Niaz, A. Biological methods for pests and diseases control in agricultural plants. In AIP Conference Proceedings; AIP Publishing LLC: Melville, UK, 2022; Volume 2390, p. 030081. [Google Scholar]
- Merilä, J.; Sheldon, B.; Kruuk, L. Explaining stasis: Microevolutionary studies in natural populations. Genetica 2001, 112, 199–222. [Google Scholar] [CrossRef] [PubMed]
- Hendry, A.P.; Kinnison, M.T. An introduction to microevolution: Rate, pattern, process. Genetica 2001, 112, 1–8. [Google Scholar] [CrossRef]
- Nadeau, N.J.; Pardo-Diaz, C.; Whibley, A.; Supple, M.A.; Saenko, S.V.; Wallbank, R.W.; Wu, G.C.; Maroja, L.; Ferguson, L.; Hanly, J.J. The gene cortex controls mimicry and crypsis in butterflies and moths. Nature 2016, 534, 106–110. [Google Scholar] [CrossRef]
- Saey, T.H. How a moth went to the dark side. In Science New for Students; Society for Science: Washington, DC, USA, 2016; Available online: https://www.snexplores.org/article/how-moth-went-dark-side (accessed on 2 January 2026).
- Oldroyd, B. Beyond DNA: How Epigenetics Is Transforming Our Understanding of Evolution; Simon and Schuster: New York, NY, USA, 2023. [Google Scholar]
- Singer, P. Animal liberation. In Ethics: Contemporary Readings; Routledge: London, UK, 2004; pp. 284–292. [Google Scholar]
- Schoenemann, P.T. Evidence of grammatical knowledge in apes: An analysis of Kanzi’s performance on reversible sentences. Front. Psychol. 2022, 13, 885605. [Google Scholar] [CrossRef]
- Sevcik, R.A.; Savage-Rumbaugh, E.S. Language comprehension and use by great apes. Lang. Commun. 1994, 14, 37–58. [Google Scholar] [CrossRef]
- Lloyd, E.A. Kanzi, Evolution, and Language. Biol. Philos. 2004, 19, 577–588. [Google Scholar] [CrossRef]
- Parker, S.T.; McKinney, M.L. Origins of Intelligence: The Evolution of Cognitive Development in Monkeys, Apes, and Humans; Johns Hopkins University Press: Baltimore, MD, USA, 2021. [Google Scholar]
- Singer, P. Practical Ethics; Cambridge University Press: Cambridge, UK, 2011. [Google Scholar]
- Parikka, J. Insect Media: An Archaeology of Animals and Technology; U of Minnesota Press: Minneapolis, MN, USA, 2010. [Google Scholar]
- Dicke, U.; Roth, G. Neuronal factors determining high intelligence. Philos. Trans. R. Soc. B Biol. Sci. 2016, 371, 20150180. [Google Scholar] [CrossRef] [PubMed]
- Martinho-Truswell, A. The Parrot in the Mirror: How Evolving to Be like Birds Makes Us Human; Oxford University Press: New York, NY, USA, 2022. [Google Scholar]
- Santing, C. Early anthropological interest: Magnus Hundt’s and Galeazzo Capra’s quest for humanity. Hist. Anthropol. 2020, 31, 462–490. [Google Scholar] [CrossRef]
- Büchner, L. Man in the Past, Present and Future: A Popular Account of The Results of Recent Scientific Research (1872); Asher & Company: Berlin, Germany, 1872. [Google Scholar]
- Agamben, G. The Open: Man and Animal; Stanford University Press: Stanford, CA, USA, 2004. [Google Scholar]
- Foster, J.J.; El Jundi, B.; Smolka, J.; Khaldy, L.; Nilsson, D.-E.; Byrne, M.J.; Dacke, M. Stellar performance: Mechanisms underlying Milky Way orientation in dung beetles. Philos. Trans. R. Soc. B Biol. Sci. 2017, 372, 20160079. [Google Scholar] [CrossRef] [PubMed]
- Chiaro Come il Buio? Il Giardino di Albert, RSI Radiotelevisione Svizzera. Available online: https://www.rsi.ch/play/tv/il-giardino-di-albert-lis/video/chiaro-come-il-buio-lis?urn=urn:rsi:video:3469504 (accessed on 31 January 2026).
- Dacke, M.; Baird, E.; Byrne, M.; Scholtz, C.H.; Warrant, E.J. Dung beetles use the Milky Way for orientation. Curr. Biol. 2013, 23, 298–300. [Google Scholar] [CrossRef]
- Khaldy, L. Keep It Rolling: Straight-Line Orientation in South African Ball-Rolling Dung Beetles. Ph.D. Thesis, Lund University, Lund, Sweden, 2021. [Google Scholar]
- Fenves, P. A Peculiar Fate: Metaphysics and World-History in Kant; Cornell University Press: Ithaca, NY, USA, 2019. [Google Scholar]
- Kant’s Account of Reason. Available online: https://plato.stanford.edu/ENTRIES/kant-reason/ (accessed on 24 January 2026).
- Capobianco, R. Heidegger’s Way of Being; University of Toronto Press: Toronto, ON, Canada, 2014. [Google Scholar]
- Oogarah-Pratap, B.; Bholoa, A.; Ramma, Y. Stage theory of cognitive development—Jean Piaget. In Science Education in Theory and Practice: An Introductory Guide to Learning Theory; Springer: Berlin/Heidelberg, Germany, 2025; pp. 125–142. [Google Scholar]
- Quinn, S.J. Learning to Play and Playing to Learn: The Role of Symbolic Play in Language Acquisition; The Australian National University (Australia): Canberra, Australia, 2016. [Google Scholar]
- Piaget, J. The Child’s Conception of the World; Tomlinson, J.; Tomlinson, A., Translators; Paladin: Boulder, CO, USA, 1973. [Google Scholar]
- McLeod, S. Piaget’s Preoperational Stage (Ages 2–7). SimplyPsychology, 2024. Available online: https://www.simplypsychology.org/preoperational.html (accessed on 21 February 2026).
- Binet, A.; Simon, T. The Development of Intelligence in Children; Arno Press: New York, NY, USA, 1961. [Google Scholar]
- Jablonka, E.; Lamb, M.J. Evolution in Four Dimensions, Revised Edition: Genetic, Epigenetic, Behavioral, and Symbolic Variation in the History of Life; MIT press: Cambridge, MA, USA, 2014. [Google Scholar]
- Gent, E. What Is the AI Alignment Problem and How Can It Be Solved? 10 May 2023. Available online: https://www.newscientist.com/article/mg25834382-000-what-is-the-ai-alignment-problem-and-how-can-it-be-solved/ (accessed on 20 October 2025).
- Hazen, H. The Human Being as a Fundamental Link in Automatic Control Systems. Des. Issues 2013, 29, 30–37. [Google Scholar] [CrossRef]
- Berry, D. The explainability turn. Digit. Humanit. Q. 2023, 17. [Google Scholar] [CrossRef]
- Wilson, D.S.; Near, D.; Miller, R.R. Machiavellianism: A synthesis of the evolutionary and psychological literatures. Psychol. Bull. 1996, 119, 285. [Google Scholar] [CrossRef] [PubMed]
- Zentall, T.R.; Wasserman, E.A. The Oxford Handbook of Comparative Cognition; Oxford University Press: New York, NY, USA, 2012. [Google Scholar]
- Hopper, L.M.; van de Waal, E.; Caldwell, C.A. Celebrating the continued importance of “Machiavellian Intelligence” 30 years on. J. Comp. Psychol. 2018, 132, 427. [Google Scholar] [CrossRef] [PubMed]
- Whiten, A.; Byrne, R.W. Machiavellian Intelligence II: Extensions and Evaluations; Cambridge University Press: Cambridge, UK, 1997. [Google Scholar]



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Compierchio, A.; Tretten, P.; Illankoon, P.; Di Pietro, G. The Evolutionary Tools of Free Intelligence in the Wild. Philosophies 2026, 11, 84. https://doi.org/10.3390/philosophies11030084
Compierchio A, Tretten P, Illankoon P, Di Pietro G. The Evolutionary Tools of Free Intelligence in the Wild. Philosophies. 2026; 11(3):84. https://doi.org/10.3390/philosophies11030084
Chicago/Turabian StyleCompierchio, Angelo, Phillip Tretten, Prasanna Illankoon, and Giada Di Pietro. 2026. "The Evolutionary Tools of Free Intelligence in the Wild" Philosophies 11, no. 3: 84. https://doi.org/10.3390/philosophies11030084
APA StyleCompierchio, A., Tretten, P., Illankoon, P., & Di Pietro, G. (2026). The Evolutionary Tools of Free Intelligence in the Wild. Philosophies, 11(3), 84. https://doi.org/10.3390/philosophies11030084

