Universities, Governance and Artificial Intelligence: the Paradox of Loosely-Coupled Systems

This paper explores the governance challenges universities face in integrating Artificial Intelligence into teaching and learning, research, and essential administrative functions. It argues that these challenges renew the significance of Karl E. Weick’s concept of the university as a loosely coupled system. When Weick wrote in 1976, universities had only a limited dependence on technology. Today, universities depend on the internet and ubiquitous digital systems, and the use of Artificial Intelligence applications is becoming commonplace. The argument presented here hinges on a paradox. On the one hand, academic freedom and a substantial degree of autonomy at the level of the academic department are defining features of the university and are fiercely defended. However, maintaining this independence in the face of the relentless expansion of commercially-driven Large Language Models requires coordinated policies and substantial resources that are rarely available at the ground level of a loosely-coupled system. Consequently, distributed fields of practice depend on strong, centrally administered resources, while institutional leadership teams need to be able to work with a wide range of academic disciplines in order to protect the distinctive advantages of the university as an organisational type. Drawing on Weick’s concept of sensemaking, the paper proposes the Machinic Plane as a means of making explicit the relationships among transparency, human agency and artificial agency. A thought experiment on writing with Artificial Intelligence shows how this common language can render contrasting disciplinary perspectives visible and open to discussion without imposing uniform institutional rules. The practical principle that follows is that decision-making should be distributed while capabilities are coordinated. As Artificial Intelligence becomes ambient rather than exceptional, governance will increasingly concern where human agency should remain indispensable, where it may be augmented, and where it may be consciously surrendered. The challenge is to govern the digital while preserving the human judgement, creativity and knowledge that give the university its purpose.