In a spirit of collegial support, this paper argues that Beckett and Hager’s theoretical justification and empirical exemplifications do not do full justice to the complexity of group or team learning. We firstly reaffirm our support for the theoretical argument Becket and Hager make, though expressing some reservations about Complexity Theory, to explain the taken-for-granted assumptions that learning by an individual is the paradigm case of learning and that context plays a minimal role in this process. Drawing on our joint (...) and separate work, we demonstrate that Becket and Hager’s argument is less radical than it may initially seem because it is predicated on: (i) cognitive-bounded rather than “distributed” or “extended” conception of mind; (ii) material rather than a “immaterial” conception of activity; and (iii) co-present rather than a “fractional” or “connective” conception of ontology. Despite making this critique, we conclude by making the case that we are adding further substance to Becket and Hager’s overarching argument and, in doing so, encouraging them to be more radical about how they conceptualise the complexity of learning. (shrink)

The paper adopts an inter-theoretical socio-cultural and -material perspective on the relationship between human + machine learning to propose a new way to investigate the human + machine assistive assemblages emerging in professional work (e.g. medicine, architecture, design and engineering). Its starting point is Hutchins’s (1995a) concept of ‘distributed cognition’ and his argument that his concept of ‘cultural ecosystems’ constitutes a unit of analysis to investigate collective human + machine working and learning (Hutchins, Philos Psychol 27:39–49, 2013). It argues that: (...) (i) the former offers a way to reveal the cultural constitution of and enactment of human + machine cognition and, in the process, the limitations of the computational and connectionist assumptions about learning that underpin, respectively, good old-fashioned AI and deep learning; and (2) the latter offers a way to identify, when amplified with insights from Socio-Materialism and Cultural-Historical Activity Theory, how ML is further rearranging and reorganising the distributed basis of cognition in assistive assemblages. The paper concludes by outlining a set of conjectures researchers that could use to guide their investigations into the ongoing design and deployment of HL + ML assemblages and challenges associated with the interaction between HL + ML. (shrink)

This paper maintains that post Lave and Wenger VET has overlooked the relation between vocational curricula and workplace practice. The paper attributes this oversight to Kant's legacy in the ‘situated’ tradition in VET and critics of that tradition. The paper argues that when Vygotsky's concept of mediation is allied to the recent work of Robert Brandom and John McDowell, it is possible to formulate a non‐dualisitic conception of the relation between mind and world that goes beyond the Kantian separation of (...) mind and allows us to grasp the interdependency of theory and practice. The paper concludes by outlining the implications of this philosophical and theoretical claim for vocational curriculum and vocational pedagogy. (shrink)

This paper maintains that post Lave and Wenger VET has overlooked the relation between vocational curricula and workplace practice. The paper attributes this oversight to Kant's legacy in the ‘situated’ tradition in VET and critics of that tradition. The paper argues that when Vygotsky's concept of mediation is allied to the recent work of Robert Brandom and John McDowell, it is possible to formulate a non‐dualisitic conception of the relation between mind and world that goes beyond the Kantian separation of (...) mind and allows us to grasp the interdependency of theory and practice. The paper concludes by outlining the implications of this philosophical and theoretical claim for vocational curriculum and vocational pedagogy. (shrink)