Liam Magee
Dados Biográficos
| ID | 193684 |
|---|---|
| NOME | Liam Magee |
| PRENOMES | Liam |
| SOBRENOME | Magee |
| ASSINATURA | MAGEE L |
| AFILIAÇÕES | Western Sydney University |
| ORCID | 0000-0003-2696-1064 |
| VERIFICADO | Sim |
| TOTAL DE OBRAS | 31 |
| TOTAL DE CITAÇÕES | 30 |
| TOTAL COMO AUTOR | 31 |
| TOTAL COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2012 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2026 |
| ÍNDICE H | 4 |
Relational Meanings of AI in Disability Care
Artificial intelligence (AI) is increasingly integrated into care systems, yet little is known about how care service providers perceive and respond to AI in their service provision in the context of supporting culturally and linguistically diverse migrants with disabilities. This study draws on an intersectionality-informed, arts-based research approach to explore how care providers make sense of AI, with attention to how their perceptions are s…
Other worlds
Lost in the logistical funhouse
From the deployment of chatbots as procurement negotiators by corporations such as Walmart to autonomous agents providing ‘differentiated chat’ for managing overbooked flights, synthetic media are making the world of logistics their ‘natural’ habitat. Here, the coordination of commodities, parts and labour design the problems and produce the training sets from which ‘solutions’ can be synthesised. But to what extent might synthetic media, surfaci…
The problem of alignment
Large language models (LLMs) produce sequences learned as statistical patterns from large corpora. Their emergent status as representatives of the advances in artificial intelligence (AI) have led to an increased attention to the possibilities of regulating the automated production of linguistic utterances and interactions with human users in a process that computer scientists refer to as ‘alignment’—a series of technological and political mechan…
Computational scapegoats
The prevailing paradigm for training models to perform intelligence is mimetic: the copying of human patterns to produce unsurprising or low perplexity samples of language and other media. At its limits the imitative paradigm appears destined to produce theoretical as much as practical contradictions. For example, the very desire to build an AI appears connected to human traits that seem difficult to replicate, as it stems from an organisation of…
Rethinking digital and AI inclusion
Everyday consumer technologies are increasingly integral to autonomy, mobility, and social participation among people with disabilities and migrants from culturally and linguistically diverse (CaLD) backgrounds. However, these technologies often remain inaccessible and exclusionary at the intersection of these identities. This study examined how CaLD migrants with disabilities engage with everyday consumer technologies using participatory and int…
Family separation and Covid ‐19
COVID‐19 resulted in global restrictions on migration, with pronounced consequences in Australia, where the resettlement of refugees was significantly curtailed from March 2020. This research, comprising a third phase in an ongoing study on refugee settlement and integration, seeks to understand the broader implications of these restrictions on family separation and reunion among resettled refugees in Australia. Employing a mixed‐method approach …
Algorithmic decision-making in social work practice and pedagogy
The world is experiencing an accelerating digital transformation. One aspect of this is the implementation of algorithmic decision-making, often supported by Artificial Intelligence. Algorithmic systems have the potential to change the meaning of critical elements of the engagement between social workers and people who need support. At the same time, social workers are increasingly being required by their agencies to integrate such abstracting te…
Truth machines
As AI technologies are rolled out into healthcare, academia, human resources, law, and a multitude of other domains, they become de-facto arbiters of truth. But truth is highly contested, with many different definitions and approaches. This article discusses the struggle for truth in AI systems and the general responses to date. It then investigates the production of truth in InstructGPT, a large language model, highlighting how data harvesting, …
(Re)framing built heritage through the machinic gaze
Built heritage has been both subject and product of a gaze that has been sustained through moments of colonial fixation on ruins and monuments, technocratic examination and representation, and fetishisation by a global tourist industry. We argue that the recent proliferation of machine learning and vision technologies create new scopic regimes for heritage: storing and retrieving existing images from vast digital archives, and further imparting t…
What Got You through Lockdown
Introduction While individuals from marginalised and vulnerable communities have long been confronted with the task of developing coping strategies, COVID-19 lockdowns intensified the conditions under which resilience and wellbeing were/are negotiated, not only for marginalised communities but for people from all walks of life. In particular, the pandemic has highlighted in simple terms the stark divide between the “haves” and “have nots”, and ho…
Sensing technologies, digital inclusion, and disability diversity
This article focuses on uses and experiences of everyday sensory technologies by racially and ethnically diverse persons with disabilites, bringing our research to the junction of critical technology studies, migration studies, and critical disability studies. We draw on a large-scale qualitative project that involves new and second-generation migrants with disabilities from a socio-economically disadvantaged area in Sydney, Australia. Findings s…
Structured like a language model
Drawing from the resources of psychoanalysis and critical media studies, in this article we develop an analysis of large language models (LLMs) as 'automated subjects'. We argue the intentional fictional projection of subjectivity onto LLMs can yield an alternate frame through which artificial intelligence (AI) behaviour, including its productions of bias and harm, can be analysed. First, we introduce language models, discuss their significance a…
Intersectional Inquiry, on the Ground and in the Algorithm
This article makes two key contributions to methodological debates in automation research. First, we argue for and demonstrate how methods in this field must account for intersections of social difference, such as race, class, ethnicity, culture, and disability, in more nuanced ways. Second, we consider the complexities of bringing together computational and qualitative methods in an intersectional methodological approach while also arguing that …
Counter-fun, scholarly legitimacy, and environmental engagement – or why academics should code games
Acknowledged as urgent and complex, the communication of environmental science is at once an outcome and a subject of academic research. In this article, we detail the results of workshops with young residents of five “Antarctic gateway cities” (Hobart, Christchurch, Punta Arenas, Ushuaia, and Cape Town) who helped design and evaluate an online game that sought to communicate complex intersections of climate policy and science. We focus here on s…
Boat People' and Discursive Bordering
This article draws upon content analysis of Australian parliamentary transcripts to examine debates about asylum seekers who arrived by boat in three historical periods: 1977–1979, 1999–2001, and 2011–2013. We analyze term frequency and co-occurrence to identify patterns in specific usage of the phrase “boat people.” We then identify how the term is variously deployed in Parliament and discuss the relationship between these uses and government po…
The making of Antarctic futures
Surviving Supergentrification in Inner City Sydney
Artists and creative workers have long been recognized as playing an important role in gentrification, being often portrayed as forerunners of urban change and displacement in former industrial and working-class suburbs of 'post-Fordist' cities. However, as is well represented by recent research, the relationship between the arts, gentrification and displacement has been called into question. The purpose of this article, which draws on 30 case st…
Addressing a volatile subject
Measuring the dynamic shape of digital practices and their near-ubiquitous relationship to daily life is an elusive quest, one that must contend with temporal and relational limits. Research instruments employing categories and indicators struggle with the transient and interconnected character of the digital ‘social fact’. Longitudinal studies pose special difficulties: a 1990s study of browsing and searching would need to be updated to account …
Disability and migration in urban Australia
This article presents and analyses population data on the Liverpool area of Greater Western Sydney, identifying trends with significant policy implications. Liverpool city is home to one of the highest concentrations of Australia's recent arrivals, many of whom have refugee backgrounds. From those who arrived under Australia's post‐Second World War resettlement programme to new arrivals, it is also home to a rich diversity of sociocultural and li…
Clouded data
Personal data is highly vulnerable to security exploits, spurring moves to lock it down through encryption, to cryptographically ‘cloud’ it. But personal data is also highly valuable to corporations and states, triggering moves to unlock its insights by relocating it in the cloud. We characterise this twinned condition as ‘clouded data’. Clouded data constructs a political and technological notion of privacy that operates through the intersection…
Assemblages of altruism in urban service delivery
Lack of access to services is one of the chief difficulties faced by marginalized urban communities. The proximity of digital technologies and data promises to remove a key constraint to greater access: the unequal distribution of information. However, issues of digital literacy and affordability and the local specificity of services make opportunities for achieving well-being both a technical and ethical concern. We discuss 2 community-based pro…
Academic Publishing and its Digital Binds
In this article we explore various constraints and potentials of academic publishing in the digital age. Advancement of digital platforms and their expansive reach amplify the underlying tensions of institutional and scholarly change. A key affordance of these platforms is that of speed: rapidly distributing the outputs of a precaritised profession and responding to pressures to publish as well as the profit motive of publishers. On the one hand,…
Learning from community indicators movements
This paper explores current debates, data products and key implications of what has been called the urban data revolution, which has emerged to international prominence in recent years. We engage with critical appraisals of the new urban data revolution, and discuss what they can learn from both the successes and the failures of the earlier wave of data enthusiasm, the community indicators movement. Second, we analyse the different challenges, da…
The labour of communicating publics
Kolorob is a participatory platform connecting informal settlement communities with services and informal jobs in Dhaka, Bangladesh. Alongside technological systems, expertise from community, non-government, private-sector, volunteer and academic fields has been integral to the platform’s development. These socio-technical connections and networks, manifest through participatory design, agile software development and collaborative knowledge pract…
Green householders, stakeholder citizenship and sustainability
In light of recent interest in theories of green citizenship, citizens' reported values in relation to policy for household sustainability are examined. Theory is combined with an empirical study of citizen attitudes in order to ask how established conceptions of citizenship might obstruct or foster opportunities for the practices that greens advocate. A prevailing conception of 'stakeholder' citizenship is outlined, and a critical pragmatic theo…
The making of Antarctic futures
Structured like a language model
Drawing from the resources of psychoanalysis and critical media studies, in this article we develop an analysis of large language models (LLMs) as 'automated subjects'. We argue the intentional fictional projection of subjectivity onto LLMs can yield an alternate frame through which artificial intelligence (AI) behaviour, including its productions of bias and harm, can be analysed. First, we introduce language models, discuss their significance a…
Locating the intangible
(Re)framing built heritage through the machinic gaze
Built heritage has been both subject and product of a gaze that has been sustained through moments of colonial fixation on ruins and monuments, technocratic examination and representation, and fetishisation by a global tourist industry. We argue that the recent proliferation of machine learning and vision technologies create new scopic regimes for heritage: storing and retrieving existing images from vast digital archives, and further imparting t…
Boat People' and Discursive Bordering
This article draws upon content analysis of Australian parliamentary transcripts to examine debates about asylum seekers who arrived by boat in three historical periods: 1977–1979, 1999–2001, and 2011–2013. We analyze term frequency and co-occurrence to identify patterns in specific usage of the phrase “boat people.” We then identify how the term is variously deployed in Parliament and discuss the relationship between these uses and government po…
Disability and migration in urban Australia
This article presents and analyses population data on the Liverpool area of Greater Western Sydney, identifying trends with significant policy implications. Liverpool city is home to one of the highest concentrations of Australia's recent arrivals, many of whom have refugee backgrounds. From those who arrived under Australia's post‐Second World War resettlement programme to new arrivals, it is also home to a rich diversity of sociocultural and li…
Academic Publishing and its Digital Binds
In this article we explore various constraints and potentials of academic publishing in the digital age. Advancement of digital platforms and their expansive reach amplify the underlying tensions of institutional and scholarly change. A key affordance of these platforms is that of speed: rapidly distributing the outputs of a precaritised profession and responding to pressures to publish as well as the profit motive of publishers. On the one hand,…
Learning from community indicators movements
This paper explores current debates, data products and key implications of what has been called the urban data revolution, which has emerged to international prominence in recent years. We engage with critical appraisals of the new urban data revolution, and discuss what they can learn from both the successes and the failures of the earlier wave of data enthusiasm, the community indicators movement. Second, we analyse the different challenges, da…
The labour of communicating publics
Kolorob is a participatory platform connecting informal settlement communities with services and informal jobs in Dhaka, Bangladesh. Alongside technological systems, expertise from community, non-government, private-sector, volunteer and academic fields has been integral to the platform’s development. These socio-technical connections and networks, manifest through participatory design, agile software development and collaborative knowledge pract…
Green householders, stakeholder citizenship and sustainability
In light of recent interest in theories of green citizenship, citizens' reported values in relation to policy for household sustainability are examined. Theory is combined with an empirical study of citizen attitudes in order to ask how established conceptions of citizenship might obstruct or foster opportunities for the practices that greens advocate. A prevailing conception of 'stakeholder' citizenship is outlined, and a critical pragmatic theo…
Reframing social sustainability reporting
Interwoven Cities
Spreading Out the Fabric
Chapter 2 shifts focus to the urban fabric as it stretches out to regional and global spatial levels. The city’s relations to its surrounds — its hinterlands, farms, forests, coasts, rivers, waterways, towns and the encompassing nation state — constitute fragments of its fabric thought large, interconnected with the natural and social habitat from which and with which it is woven. The chapter proceeds with an account of this system along lines su…
Locating the intangible
Learning from community indicators movements
This paper explores current debates, data products and key implications of what has been called the urban data revolution, which has emerged to international prominence in recent years. We engage with critical appraisals of the new urban data revolution, and discuss what they can learn from both the successes and the failures of the earlier wave of data enthusiasm, the community indicators movement. Second, we analyse the different challenges, da…
The labour of communicating publics
Kolorob is a participatory platform connecting informal settlement communities with services and informal jobs in Dhaka, Bangladesh. Alongside technological systems, expertise from community, non-government, private-sector, volunteer and academic fields has been integral to the platform’s development. These socio-technical connections and networks, manifest through participatory design, agile software development and collaborative knowledge pract…
Art and space
Creative activity and cultural facilities are routinely touted as markers and facilitators of successful cities and societies. This view is underpinned by the assumption that they contribute to local economic growth, foster a positive city image, and enhance urban quality of life. Creativity and the consumption of art are also well established as markers of social and cultural status, while access to, and the physical distribution of, cultural re…
Assemblages of altruism in urban service delivery
Lack of access to services is one of the chief difficulties faced by marginalized urban communities. The proximity of digital technologies and data promises to remove a key constraint to greater access: the unequal distribution of information. However, issues of digital literacy and affordability and the local specificity of services make opportunities for achieving well-being both a technical and ethical concern. We discuss 2 community-based pro…
Academic Publishing and its Digital Binds
In this article we explore various constraints and potentials of academic publishing in the digital age. Advancement of digital platforms and their expansive reach amplify the underlying tensions of institutional and scholarly change. A key affordance of these platforms is that of speed: rapidly distributing the outputs of a precaritised profession and responding to pressures to publish as well as the profit motive of publishers. On the one hand,…
Clouded data
Personal data is highly vulnerable to security exploits, spurring moves to lock it down through encryption, to cryptographically ‘cloud’ it. But personal data is also highly valuable to corporations and states, triggering moves to unlock its insights by relocating it in the cloud. We characterise this twinned condition as ‘clouded data’. Clouded data constructs a political and technological notion of privacy that operates through the intersection…
Addressing a volatile subject
Measuring the dynamic shape of digital practices and their near-ubiquitous relationship to daily life is an elusive quest, one that must contend with temporal and relational limits. Research instruments employing categories and indicators struggle with the transient and interconnected character of the digital ‘social fact’. Longitudinal studies pose special difficulties: a 1990s study of browsing and searching would need to be updated to account …
Disability and migration in urban Australia
This article presents and analyses population data on the Liverpool area of Greater Western Sydney, identifying trends with significant policy implications. Liverpool city is home to one of the highest concentrations of Australia's recent arrivals, many of whom have refugee backgrounds. From those who arrived under Australia's post‐Second World War resettlement programme to new arrivals, it is also home to a rich diversity of sociocultural and li…
Counter-fun, scholarly legitimacy, and environmental engagement – or why academics should code games
Acknowledged as urgent and complex, the communication of environmental science is at once an outcome and a subject of academic research. In this article, we detail the results of workshops with young residents of five “Antarctic gateway cities” (Hobart, Christchurch, Punta Arenas, Ushuaia, and Cape Town) who helped design and evaluate an online game that sought to communicate complex intersections of climate policy and science. We focus here on s…
Boat People' and Discursive Bordering
This article draws upon content analysis of Australian parliamentary transcripts to examine debates about asylum seekers who arrived by boat in three historical periods: 1977–1979, 1999–2001, and 2011–2013. We analyze term frequency and co-occurrence to identify patterns in specific usage of the phrase “boat people.” We then identify how the term is variously deployed in Parliament and discuss the relationship between these uses and government po…
The making of Antarctic futures
Surviving Supergentrification in Inner City Sydney
Artists and creative workers have long been recognized as playing an important role in gentrification, being often portrayed as forerunners of urban change and displacement in former industrial and working-class suburbs of 'post-Fordist' cities. However, as is well represented by recent research, the relationship between the arts, gentrification and displacement has been called into question. The purpose of this article, which draws on 30 case st…
Intersectional Inquiry, on the Ground and in the Algorithm
This article makes two key contributions to methodological debates in automation research. First, we argue for and demonstrate how methods in this field must account for intersections of social difference, such as race, class, ethnicity, culture, and disability, in more nuanced ways. Second, we consider the complexities of bringing together computational and qualitative methods in an intersectional methodological approach while also arguing that …
What Got You through Lockdown
Introduction While individuals from marginalised and vulnerable communities have long been confronted with the task of developing coping strategies, COVID-19 lockdowns intensified the conditions under which resilience and wellbeing were/are negotiated, not only for marginalised communities but for people from all walks of life. In particular, the pandemic has highlighted in simple terms the stark divide between the “haves” and “have nots”, and ho…
Sensing technologies, digital inclusion, and disability diversity
This article focuses on uses and experiences of everyday sensory technologies by racially and ethnically diverse persons with disabilites, bringing our research to the junction of critical technology studies, migration studies, and critical disability studies. We draw on a large-scale qualitative project that involves new and second-generation migrants with disabilities from a socio-economically disadvantaged area in Sydney, Australia. Findings s…
Structured like a language model
Drawing from the resources of psychoanalysis and critical media studies, in this article we develop an analysis of large language models (LLMs) as 'automated subjects'. We argue the intentional fictional projection of subjectivity onto LLMs can yield an alternate frame through which artificial intelligence (AI) behaviour, including its productions of bias and harm, can be analysed. First, we introduce language models, discuss their significance a…
Algorithmic decision-making in social work practice and pedagogy
The world is experiencing an accelerating digital transformation. One aspect of this is the implementation of algorithmic decision-making, often supported by Artificial Intelligence. Algorithmic systems have the potential to change the meaning of critical elements of the engagement between social workers and people who need support. At the same time, social workers are increasingly being required by their agencies to integrate such abstracting te…
Truth machines
As AI technologies are rolled out into healthcare, academia, human resources, law, and a multitude of other domains, they become de-facto arbiters of truth. But truth is highly contested, with many different definitions and approaches. This article discusses the struggle for truth in AI systems and the general responses to date. It then investigates the production of truth in InstructGPT, a large language model, highlighting how data harvesting, …
(Re)framing built heritage through the machinic gaze
Built heritage has been both subject and product of a gaze that has been sustained through moments of colonial fixation on ruins and monuments, technocratic examination and representation, and fetishisation by a global tourist industry. We argue that the recent proliferation of machine learning and vision technologies create new scopic regimes for heritage: storing and retrieving existing images from vast digital archives, and further imparting t…
Lost in the logistical funhouse
From the deployment of chatbots as procurement negotiators by corporations such as Walmart to autonomous agents providing ‘differentiated chat’ for managing overbooked flights, synthetic media are making the world of logistics their ‘natural’ habitat. Here, the coordination of commodities, parts and labour design the problems and produce the training sets from which ‘solutions’ can be synthesised. But to what extent might synthetic media, surfaci…
Sociology (22 obras) · Political science (17 obras) · Computer Science (16 obras) · Public relations (10 obras) · Business (9 obras) · Economics (9 obras) · Law (8 obras) · Psychology (8 obras) · Ethics and Social Impacts of AI (7 obras) · Geography (7 obras)