Kevin Witzenberger
Biographic Data
| ID | 6329426 |
|---|---|
| NAME | Kevin Witzenberger |
| GIVEN NAMES | Kevin |
| FAMILY NAME | Witzenberger |
| SIGNATURE | WITZENBERGER K |
| AFFILIATIONS | UNSW Sydney |
| ORCID | 0000-0002-7643-701X |
| VERIFIED | Yes |
| TOTAL WORKS | 8 |
| TOTAL CITATIONS | 17 |
| AUTHOR COUNT | 8 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 2 |
Research Genai
This paper charts the emergence of a distinct category of research-dedicated GenAI platforms, which we term Research GenAI or RGAI. These platforms are explicitly marketed to a cross-disciplinary academic audience, promising to automate research discovery and writing tasks, such as identifying/summarising published research, writing literature reviews, conducting data analysis, and synthesising findings. RGAI platforms (e.g., Consensus, Elicit, R…
Prototyping an Edtech Assessment Toolkit
New forms of facial recognition, aggression detection systems, bus routing optimization software, generative AI detection, and online exam proctoring: the edtech industry is rapidly increasing its influence over schools and universities by introducing new AI-powered products and services. As the ubiquity and complexity of AI systems intensifies, deliberation among practitioners about immediate and long-term risks is becoming ever more challenging…
Responding to sociotechnical controversies in education
The use of automated decision-making systems is increasing in education. While the potential impacts of ADM are becoming widely known amongst experts, the perspectives of those impacted by ADM remain peripheral. To broaden expertise and participation, this paper proposes that ADM needs to be considered as a sociotechnical controversy, as part of a technical democracy approach that utilises hybrid forums. Following Callon and colleagues, in this p…
Amazon and the New Global Connective Architectures of Education Governance
In this analytical essay, part of Harvard Educational Review’s symposium on Platform Studies in Education, Ben Williamson, Kalervo N. Gulson, Carlo Perrotta, and Kevin Witzenberger argue that global technology companies have begun acting as governance organizations in education. Their analysis focuses on the global technology company Amazon, which has begun penetrating education through a connective architecture of digital infrastructure and plat…
Repackaging authority
Artificial Intelligence has the potential to be an important part of education governance. It is already being built into everything from business intelligence platforms to real-time online testing. In this paper, we aim to understand how AI becomes, and forms, a legitimate part of authority in contemporary education governance in what we call the automated education governance assemblage, that incorporates technology companies and AI-supported p…
Why EdTech is always right
Pre-emption describes a system of automated knowledge creation and intervention that steers the present towards a desirable future, by building on knowledge derived from the past. Folding together temporalities makes it impossible to disprove pre-emption. It is increasingly featured within EdTech, introducing new forms of automated governance into education. This paper examines how students and EdTech come together to make pre-emption possible, n…
Measured Education
Education has long been a space of in which knowledge was created through data practices. But the ongoing datafication and digitalisation has made new forms of datafied knowledge production within educational research possible. This new form of datafied knowledge creation has shifted the sites of expertise and the authority to create educational knowledge to a more-than-human network. This panel conceptually and empirically examines the possibili…
Automation, APIs and the distributed labour of platform pedagogies in Google Classroom
Digital platforms have become central to interaction and participation in contemporary societies. New forms of ‘platformized education’ are rapidly proliferating across education systems, bringing logics of datafication, automation, surveillance, and interoperability into digitally mediated pedagogies. This article presents a conceptual framework and an original analysis of Google Classroom as an infrastructure for pedagogy. Its aim is to establi…
Automation, APIs and the distributed labour of platform pedagogies in Google Classroom
Digital platforms have become central to interaction and participation in contemporary societies. New forms of ‘platformized education’ are rapidly proliferating across education systems, bringing logics of datafication, automation, surveillance, and interoperability into digitally mediated pedagogies. This article presents a conceptual framework and an original analysis of Google Classroom as an infrastructure for pedagogy. Its aim is to establi…
Repackaging authority
Artificial Intelligence has the potential to be an important part of education governance. It is already being built into everything from business intelligence platforms to real-time online testing. In this paper, we aim to understand how AI becomes, and forms, a legitimate part of authority in contemporary education governance in what we call the automated education governance assemblage, that incorporates technology companies and AI-supported p…
Measured Education
Education has long been a space of in which knowledge was created through data practices. But the ongoing datafication and digitalisation has made new forms of datafied knowledge production within educational research possible. This new form of datafied knowledge creation has shifted the sites of expertise and the authority to create educational knowledge to a more-than-human network. This panel conceptually and empirically examines the possibili…
Automation, APIs and the distributed labour of platform pedagogies in Google Classroom
Digital platforms have become central to interaction and participation in contemporary societies. New forms of ‘platformized education’ are rapidly proliferating across education systems, bringing logics of datafication, automation, surveillance, and interoperability into digitally mediated pedagogies. This article presents a conceptual framework and an original analysis of Google Classroom as an infrastructure for pedagogy. Its aim is to establi…
Why EdTech is always right
Pre-emption describes a system of automated knowledge creation and intervention that steers the present towards a desirable future, by building on knowledge derived from the past. Folding together temporalities makes it impossible to disprove pre-emption. It is increasingly featured within EdTech, introducing new forms of automated governance into education. This paper examines how students and EdTech come together to make pre-emption possible, n…
Amazon and the New Global Connective Architectures of Education Governance
In this analytical essay, part of Harvard Educational Review’s symposium on Platform Studies in Education, Ben Williamson, Kalervo N. Gulson, Carlo Perrotta, and Kevin Witzenberger argue that global technology companies have begun acting as governance organizations in education. Their analysis focuses on the global technology company Amazon, which has begun penetrating education through a connective architecture of digital infrastructure and plat…
Repackaging authority
Artificial Intelligence has the potential to be an important part of education governance. It is already being built into everything from business intelligence platforms to real-time online testing. In this paper, we aim to understand how AI becomes, and forms, a legitimate part of authority in contemporary education governance in what we call the automated education governance assemblage, that incorporates technology companies and AI-supported p…
Responding to sociotechnical controversies in education
The use of automated decision-making systems is increasing in education. While the potential impacts of ADM are becoming widely known amongst experts, the perspectives of those impacted by ADM remain peripheral. To broaden expertise and participation, this paper proposes that ADM needs to be considered as a sociotechnical controversy, as part of a technical democracy approach that utilises hybrid forums. Following Callon and colleagues, in this p…
Research Genai
This paper charts the emergence of a distinct category of research-dedicated GenAI platforms, which we term Research GenAI or RGAI. These platforms are explicitly marketed to a cross-disciplinary academic audience, promising to automate research discovery and writing tasks, such as identifying/summarising published research, writing literature reviews, conducting data analysis, and synthesising findings. RGAI platforms (e.g., Consensus, Elicit, R…
Prototyping an Edtech Assessment Toolkit
New forms of facial recognition, aggression detection systems, bus routing optimization software, generative AI detection, and online exam proctoring: the edtech industry is rapidly increasing its influence over schools and universities by introducing new AI-powered products and services. As the ubiquity and complexity of AI systems intensifies, deliberation among practitioners about immediate and long-term risks is becoming ever more challenging…
Computer Science (7 works) · Sociology (7 works) · Political science (5 works) · Engineering (4 works) · Knowledge management (4 works) · Public relations (4 works) · Digital Education and Society (3 works) · Engineering ethics (3 works) · Online Learning and Analytics (3 works) · Corporate governance (2 works)