Abstract
Drawing on a range of literature, I introduce two new concepts for understanding and exploring distributed cognition: resilience engineering and degeneracy. By re-examining Ed Hutchins’ (1995) ethnographic study of the navigation team I show how a focus on the developmental acquisition of cognitive practices can draw out several crucial insights that have been overlooked. Firstly, that the way in which agents learn and acquire cognitive practices enables a form of resilience engineering: the process by which the system is able to overcome and adapt to errors and the vagaries of nature. Secondly, that the best way to engineer a resilient system is through promoting degeneracy – how differing structures produce the same function – at the level of cognitive practices. These two features show that focusing on cognitive practices and developmental trajectories is important for both greater explanatory leverage; and is also useful in regard to the practicalities of designing real-world cognitive systems.
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Notes
See Heersmink (2015) for an explicit statement of this view.
Degeneracy is a general term in biology that denotes structurally dissimilar processes that can perform the same function. The definition of degeneracy used in this paper, and discussed more in section 3, draws on the work of Paul Mason and others (Mason 2014; Mason et al. 2015). Mason details the history of this concept and the misunderstandings surrounding it that go beyond reaches of this paper.
As of writing, Cognition in the Wild has been cited nearly fifteen-and-a-half thousand times according to Google Scholar.
It is important to note that although my focus here is solely on developmental trajectories, that I broadly agree with Fabry and others that cognitive historical factors are a crucial part of the explanatory picture for understanding distributed cognitive systems. Fabry (2017a), Hutchins (1995, 2006), Nersessian (2005), Menary (2014), and Sutton (2008, 2010) all have much to say about how historical timescales and how they impact on cognitive activity in differing ways. However, for reasons of space, I cannot detail these sufficiently here accept to acknowledge Kim Sterelny’s (2003) point that they have deep downstream impacts in engineering our environments epistemically and cognitively. I have indicated in the main text a few instances in which cognitive-historical features – what Hutchins refers to as “precomputations” – are involved in how the fix cycle is performed – e.g. the three-minute rule (see section 3.2 below). But this list is necessarily incomplete. Beyond historical timescales, several authors have forcefully argued that specific features of our evolutionary past – particularly our penchant for cultural-cognitive niche construction (Fabry 2018; Menary 2014; Sterelny 2003) – has had a profound impact on our cognitive profile, especially in terms of both our plasticity and our sociability (see also Henrich 2016; Heyes 2018).
To be clear: although Hutchins does discuss cognition distributed in time, I think he fails to make it properly clear for the reader that this particular synchronic activity is dependent on diachronic factors. Additionally, although cognition distributed in time is a major component of his project throughout his work (1995, 2001, 2006, 2008, 2010a, 2010b), Hutchins does not delineate in a conceptually clear manner between differing timescales. In this instance, his work is not as clear as that of Fabry and others discussed in section 2.2.
The original version of this example was conveyed to me by Greg Downey and is used here with permission.
My thanks to two reviewers on drawing out this point in a more coherent fashion.
There is degeneracy in terms of the structurally and functionally different kinds of representations between internal and external states – what Sutton (2010) refers to as the “complementarity thesis”.
See Donald (1993) and Sutton (2010) for similar points about the importance of the differing cognitive properties of external and internal representations. Sutton labels this the “complementarity thesis”. The argument I present here is similar in kind and compatible with Sutton’s views but places an emphasis on the developmental aspects of acquiring the cognitive practices associated with learning to expertly manipulate these external representations.
References
Bietti, L.M., and J. Sutton. 2015. Interacting to remember at multiple timescales: Coordination, collaboration, cooperation and culture in joint remembering. Interaction Studies 16 (3): 419–450.
Charbonneau, M. 2013. The cognitive life of mechanical molecular models. Studies in History and Philosophy of Biological and Biomedical Sciences 44 (4): 585–594.
Cheon, H. 2014. Distributed Cognition in scientific contexts. Journal for General Philosophy of Science 45: 23–33.
Clark, A., and D. Chalmers. 1998. The extended mind. Analysis 58 (1): 7–19.
Davies, J., and K. Michaelian. 2016. Identifying and individuating cognitive systems: A task-based distributed cognition alternative to agent-based extended cognition. Cognitive Processing 17 (3): 307–319.
Dehaene, S. 2007. Symbols and quantities in parietal cortex: Elements of a mathematical theory of number representation and manipulation. In Attention & Performance XXII. Sensori-motor foundations of higher cognition, ed. P. Haggard, Y. Rossetti, and M. Kawato, 527–574. Cambridge: Harvard University Press.
Dejours, C., J.P. Deranty, E. Renault, and N.H. Smith. 2018. The return of work in critical theory: Self, society, politics. New York: Columbia University Press.
Deranty, J.P. 2009. What is work? Key insights from the psychodynamics of work. Thesis Eleven 98: 69–87.
Donald, M. 1993. Origins of the modern mind – Three stages in the evolution of culture and Cognition. Cambridge: Harvard University Press.
Fabry, R.E. 2017a. Cognitive innovation, cumulative cultural evolution, and enculturation. Journal of Cognition and Culture 17 (7): 375–395.
Fabry, R.E. 2017b. Explaining enculturated cognition. In Proceedings of the 39th annual conference of the cognitive science society, ed. E. Davelaar, G. Gunzelmann, A. Howes, and T. Tenbrink, 349–354. Austin: Cognitive Science Society.
Fabry, R.E. 2018. Betwixt and between: The enculturated predictive processing approach to cognition. Synthese 195: 2483–2518.
Fiore, S., C. Gabelica, T.J. Wiltshire, and D. Stokols. 2019. Training to be a (team) scientist. In Strategies for Team Science Success: Handbook of Evidence-Based Principles for Cross-Disciplinary Science and Practical Lessons Learned from Health Researchers, ed. K.L. Hall et al., 421–444. Zurich: Springer.
Fodor, J. 1980. Methodological solipsism considered as a research strategy in cognitive psychology. Behavioral and Brain Sciences 3: 63–109.
Giere, R.N. 2006. Scientific Perspectivism. Chicago: The University of Chicago Press.
Heersmink, R. 2015. Dimensions of integration in embedded and extended cognitive systems. Phenomenology and the Cognitive Science 14: 577–598.
Henrich, J. 2016. The secrets of our success: How culture is driving human evolution, domesticating our species, and making us smarter. Oxford: Princeton University Press.
Heyes, C. 2018. Cognitive gadgets: The cultural evolution of thinking. Cambridge: Harvard University Press.
Hollnagel, E., J. Pariès, D.D. Woods, and J. Wreathall, eds. 2011. Resilience engineering in practice. Surrey: Ashgate.
Huebner, B. 2014. Macrocognition: A theory of Distributed minds and collective intentionality. Oxford: Oxford University Press.
Hutchins, E. 1995. Cognition in the wild. Cambridge: MIT Press.
Hutchins, E. 2001. Cognition, Distributed. In The MIT encyclopedia of the cognitive sciences, ed. R.A. Wilson and F.C. Keil, 2068–2072. Cambridge: MIT Press.
Hutchins, E. 2005. Material anchors for conceptual blends. Journal of Pragmatics, 37, 1555-1577.
Hutchins, E. 2006. The distributed cognition perspective on human interaction. In Roots of human sociality: Culture, cognition and interaction, ed. N.J. Enfield and S.C. Levinson, 375–398. Oxford: Berg.
Hutchins, E. 2008. The role of cultural practices in the emergence of modern human intelligence. Philosophical Transactions of the Royal Society B Biological Sciences 363: 2011–2019.
Hutchins, E. 2010a. Enaction, imagination, and insight. In Enaction: Towards a new paradigm cognitive science, ed. J. Stewart, O. Gapenne, and E.A. Di Paolo. Cambridge: MIT Press.
Hutchins, E. 2010b. Imagining the cognitive life of things. In The cognitive life of things: Recasting the boundaries of the mind, ed. L. Malafouris and C. Renfrew, 91–102. Oxford: McDonald Institute Monograph.
Ifrah, G. 1998. Universal History of Numbers: from prehistory to the invention of the computer. London: Harvill Press.
Kirchhoff, M.D. 2012. Extended cognition and fixed properties: Steps to a third-wave version of extended cognition. Phenomenology and the Cognitive Science 11: 287–308.
Kirsh, D., and P. Maglio. 1994. On distinguishing epistemic from pragmatic actions. Cognitive Science 18: 513–549.
Magnus, P.D. 2007. Distributed Cognition and the task of science. Social Studies of Science 37 (2): 297–310.
Mason, P.H. 2014. Degeneracy: Demystifying and Destigmatizing a Core concept in systems biology. Complexity 20 (3): 12–21.
Mason, P.H., J.F. Domínguez, B. Winter, and A. Grignoli. 2015. Hidden in plain view: degeneracy in complex systems. BioSystems 128: 1–8.
Menary, R. 2007. Cognitive integration: Mind and Cognition unbounded. Hampshire: Palgrave Macmillan.
Menary, R. 2013a. Cognitive integration, enculturated cognition and the socially extended mind. Cognitive Systems Research 25-26: 26–34.
Menary, R. 2013b. The Enculturated hand. In The Hand, an Organ of the Mind: What the Manual Tells the Mental, ed. Z. Radman, 349–367. London: MIT Press.
Menary, R. 2014. Neural plasticity, neuronal recycling and niche construction. Mind and Language 29 (3): 286–303.
Menary, R. 2015. Mathematical Cognition: A case of enculturation. In T. Metzinger & J. M. Windt (Eds.), Open MIND 25(T): 1–20. Frankfurt am Main: MIND Group.
Menary, R., and A.J. Gillett. 2017. Embodying culture: Integrated cognitive systems and cultural evolution. In The Routledge Handbook of Philosophy of the Social Mind, ed. J. Kiverstein, 72–87. New York: Routledge.
Moore, J.L., and T.R. Rocklin. 1998. The distribution of Distributed Cognition: Multiple interpretations and uses. Educational Psychology Review 10 (1): 97–113.
Nersessian, N.J. 2005. Interpreting scientific and engineering practices: Integrating the cognitive, social, and cultural dimensions. In Scientific and Technological Thinking, ed. M.E. Gorman, R.D. Tweney, D.C. Gooding, and A.P. Kincannon, 17–56. London: Lawrence Erlbaum Associate.
Nersessian, N.J. 2006. Model-based reasoning in Distributed cognitive systems. Philosophy of Science 73 (5): 699–709.
Nisbet, R.E., I. Choi, K. Peng, and A. Norenzayan. 2001. Culture and Systems of Thought: Holistic versus analytic Cognition. Psychological Review 108 (2): 291–310.
Norman, D.A. 1986. Cognitive engineering. In User Centered System Design: New Perspectives in Human-Computer Interaction, ed. D.A. Norman and S. Draper, 31–61. Hillsdale: Erlbaum.
Norman, D.A. 1987. The psychology of everyday things. New York: Basic Books.
Norman, D. 1991. Cognitive artifacts. In Designing Interaction, ed. J.M. Carroll, 17–38. Cambridge: Cambridge University Press.
Poirier, P., and G. Chicoisne. 2006. A framework for thinking about distributed cognition. Pragmatics & Cognition 14 (2): 215–234.
Roepstorff, A., J. Niewöhner, & S. Beck. 2010. Enculturing brains through patterned practices. Neural Networks 23, 1051–1059.
Rupert, R. 2011. Empirical arguments for group minds: A critical appraisal. Philosophy Compass 6 (9): 630–639.
Sterelny, K. 2003. Thought in a hostile world: The evolution of human Cognition. Oxford: Blackwell Publishing.
Stewart, I. 2012. Seventeen equations that changed the world. London: Profile Books.
Sutton, J. 2008. Material agency, skills and history: Distributed Cognition and the archaeology of memory. In Material Agency: Towards a Non-Anthropocentric Approach, ed. C. Knappett and L. Malafouris, 37–55. London: Springer.
Sutton, J. 2010. Exograms and Interdisciplinarity: History, the extended mind, and the civilizing process. In The Extended Mind, ed. R. Menary, 189–226. Cambridge: MIT Press.
Tang, Y., W. Zhang, C. Kewel, S. Feng, Y. Ji, J. Shen, E.M. Reiman, and Y. Llu. 2006. Arithmetic processing in the brain shaped by cultures. PNAS 103 (28): 10775–10780.
Theiner, G., and T. O’Connor. 2010. The emergence of group Cognition. In Emergence in Science and Philosophy, ed. A. Corradini and T. O’Connor, 78–117. New York: Routledge.
Vorms, M. 2012. Formats of representation in scientific theorizing. In Models, Simulations, and Representations, ed. P. Humphreys and C. Imbert, 250–272. London: Routledge.
Williamson, K., and J. Sutton. 2014. Embodied collaboration in small groups. In Brain Theory: Essays in Critical Neurophilosophy, ed. C.T. Wolfe, 107–133. Basingstoke: Palgrave Macmillan.
Woods, D.D., and M. Branlat. 2011. Basic Patterns in How Adaptive Systems Fail. In Resilience engineering in practice, ed. E. Hollnagel, J. Pariès, D.D. Woods, and J. Wreathall, 127–144. Surrey: Ashgate.
Zhang, J. 1997. The nature of external representations. Cognitive Science 21 (2): 179–217.
Zhang, J., and Norman. 1994. Representations in Distributed cognitive tasks. Cognitive Science 18: 87–122.
Acknowledgements
I would like to thank both Richard Menary and Graham Thomas for useful comments on earlier drafts of this paper. Thanks to John Sutton, Albert Atkin, and Jean-Phillipe Deranty for discussions of some key ideas in the paper. Thanks to Emma Redfearn for drawing the diagrams. I would also like to thank two reviewers for their thoughtful criticisms and challenges.
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Gillett, A.J. Development, Resilience Engineering, Degeneracy, and Cognitive Practices. Rev.Phil.Psych. 13, 645–664 (2022). https://doi.org/10.1007/s13164-021-00550-9
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DOI: https://doi.org/10.1007/s13164-021-00550-9