Computer Law Commons^™

Out Of Sight, Out Of Mind? Remote Work And Contractual Distancing, Nicola Countouris, Valerio De Stefano

Articles & Book Chapters

Since the Covid-19 pandemic, remote work has acquired quasi-Marmite status. It has become difficult, if not impossible, to approach the issue in a measured and dispassionate way, which is one of the reasons books such as the present one are being published. Remote work is often seen as anathema by some who associate it with laziness, low productivity and the degradation of the social fabric of firms and of their creative and collaborative potential. The notorious views of CEOs such as Tesla and Twitter’s Elon Musk or JP Morgan’s Jamie Dimon come to mind, indicative – in the view of …

Introduction To The Future Of Remote Work, Nicola Countouris, Valerio De Stefano, Agnieszka Piasna, Silvia Rainone

Articles & Book Chapters

Debates on the future of work have taken a more fundamental turn in the wake of the Covid-19 pandemic. Early in 2020, when large sections of the workforce were prevented from coming to their usual places of work, remote work became the only way for many to continue to perform their professions. What had been a piecemeal, at times truly sluggish, evolution towards a multilocation approach to work suddenly turned into an abrupt, radical and universal shift. It quickly became clear that the consequences of this shift were far more significant and far-reaching than simply changing the workplace’s address. They …

Between Risk Mitigation And Labour Rights Enforcement: Assessing The Transatlantic Race To Govern Ai-Driven Decision-Making Through A Comparative Lens, Valerio De Stefano, Antonio Aloisi

Articles & Book Chapters

In this article, we provide an overview of efforts to regulate the various phases of the artificial intelligence (AI) life cycle. In doing so, we examine whether—and, if so, to what extent—highly fragmented legal frameworks are able to provide safeguards capable of preventing the dangers that stem from AI- and algorithm-driven organisational practices. We critically analyse related developments at the European Union (EU) level, namely the General Data Protection Regulation, the draft AI Regulation, and the proposal for a Directive on improving working conditions in platform work. We also consider bills and regulations proposed or adopted in the United States …

Regulating Ai At Work: Labour Relations, Automation, And Algorithmic Management, Valerio De Stefano, Virginia Doellgast

Articles & Book Chapters

Recent innovations in artificial intelligence (AI) have been at the core of massive technological changes that are transforming work. AI is now widely used to automate business processes and replace labour-intensive tasks while changing the skill demands for those that remain. AI-based tools are also deployed to invasively monitor worker conduct and to automate HR management processes.

Through the dual lens of comparative labour law and employment relations research, the articles in this special issue of Transfer investigate the role of collective bargaining and government policy in shaping strategies to deploy new digital and AI-based technologies at work. Together, they …

The Future Concept Of Work, Nicola Countouris, Valerio De Stefano

Articles & Book Chapters

This chapter offers a reappraisal of the idea of ‘personal work’ and a critical assessment of the concept of subordination, which shapes the traditional contract of employment and subordinate work. The authors suggest that the notion of personal work may be more useful in attempts to develop a newly conceptualised concept of human labour, one capable of incorporating certain dimensions of (unpaid) gendered labour, ‘heteromated’ labour (‘heteromation’ is the extraction of economic value from low-cost or free labour in computer-mediated networks), and other forms of socially (and ecologically) valuable labour that hitherto have been excluded from the realm of formal, …

Algorithmic Management And Collective Bargaining, Valerio De Stefano, Simon Taes

Articles & Book Chapters

This article addresses the challenges raised by the introduction of algorithmic management and artificial intelligence in the world of work, focusing on the risks that new managerial technologies present for fundamental rights and principles, such as non-discrimination, freedom of association and the right to privacy. The article argues that collective bargaining is the most suitable regulatory instrument for responding to these challenges, and that current EU legislative initiatives do not adequately recognise the role of collective bargaining in this area. It also maps current initiatives undertaken by national trade union movements in Europe to govern algorithmic management.

The Relational Robot: A Normative Lens For Ai Legal Neutrality — Commentary On Ryan Abbott, The Reasonable Robot, Carys Craig

Articles & Book Chapters

Artificial Intelligence (AI), we are told, is poised to disrupt almost every facet of our lives and society. From industrial labor markets to daily commutes, and from policing tactics to personal assistants, AI brings with it the usual promise and perils of change. How that change will unfold, however, and whether it will ultimately bestow upon us more benefits than harms, remains to be determined. A significant factor in setting the course for AI’s inevitable integration into society will be the legal framework within which it is developed and operationalized. Who will AI displace? What will it replace? What improvements …

Reframing Technology-Facilitated Gender-Based Violence At The Intersections Of Law & Society, Jane S. Bailey, Carys Craig, Suzie Dunn, Sonia Lawrence

Articles & Book Chapters

This special issue of the Canadian Journal of Law and Technology focuses on the growing problem of technology-facilitated gender-based violence (TFGBV): an expansive, dynamic, and rapidly evolving phenomenon that Jane Bailey and Carissima Mathen have defined as “a spectrum of behaviours carried out at least in some part through digital communications technologies, including actions that cause physical or psychological harm.” The collection of articles in this issue offers multi-disciplinary insights on TFGBV by bringing together the work of emerging scholars in information and media studies, communications, and law. This approach reflects our firm belief that in order to be meaningful …

Understanding Chilling Effects, Jonathon W. Penney

Articles & Book Chapters

With digital surveillance and censorship on the rise, the amount of data available unprecedented, and corporate and governmental actors increasingly employing emerging technologies like artificial intelligence and facial recognition technology for surveillance and data analytics, concerns about “chilling effects,” that is, the capacity for these activities to “chill” or deter people from exercising their rights and freedoms, have taken on greater urgency and importance. Yet, there remains a clear dearth in systematic theoretical and empirical work points. This has left significant gaps in understanding. This Article has attempted to fill that void, synthesizing theoretical and empirical insights from law, privacy, …

Platforms, Encryption, And The Cfaa: The Case Of Whatsapp V Nso Group, Jonathon W. Penney, Bruce Schneier

Articles & Book Chapters

End-to-end encryption technology has gone mainstream. But this wider use has led hackers, cybercriminals, foreign governments, and other threat actors to employ creative and novel attacks to compromise or workaround these protections, raising important questions as to how the Computer Fraud and Abuse Act (CFAA), the primary federal anti-hacking statute, is best applied to these new encryption implementations. Now, after the Supreme Court recently narrowed the CFAA’s scope in Van Buren and suggested it favors a code-based approach to liability under the statute, understanding how best to theorize sophisticated code-based access barriers like end-to-end encryption, and their circumvention, is now …

Ai And Digital Tools In Workplace Management And Evaluation: An Assessment Of The Eu's Legal Framework, Valerio De Stefano, Mathias Wouters

Commissioned Reports, Studies and Public Policy Documents

This study focuses on options for regulating the use of AI enabled and algorithmic management systems in the world of work under EU law. The first part describes how these technologies are already being deployed, particularly in recruitment, staff appraisal, task distribution and disciplinary procedures. It discusses some near-term potential development prospects and presents an impact assessment, highlighting some of these technologies' most significant implications.

The second part addresses the regulatory field. It examines the different EU regulations and directives that are already relevant to regulating the use of AI in employment. Subsequently, it analyses the potential labour and employment …

The Ai-Copyright Challenge: Tech-Neutrality, Authorship, And The Public Interest, Carys Craig

All Papers

Many of copyright’s core concepts—from authorship and ownership to infringement and fair use—are being challenged by the rapid rise of generative AI. Whether in service of creativity or capital, however, copyright law is perfectly capable of absorbing this latest innovation. More interesting than the doctrinal debates that AI provokes, then, is the opportunity it presents to revisit the purposes of the copyright system in the age of AI. After introducing the AI-copyright challenge in Part 1, Part 2 considers the guiding principles and normative objectives that underlie—and so ought to inform—copyright law and its response to AI technologies. It proposes …

Ai And Copyright, Carys Craig

All Papers

This chapter examines the most pertinent issues facing copyright law as it encounters increasingly sophisticated artificial intelligence (AI). It begins with a few introductory examples to illuminate the potential interactions of AI and copyright law. Section 1 tackles the question of whether AI-generated works are copyrightable in Canada and who, if anyone, might own that copyright. This involves a doctrinal discussion of “originality” (the threshold for copyrightability) as well as reflections on the meaning of “authorship,” and concludes with the suggestion that autonomously generated AI outputs presently (and rightly) belong in the public domain. Section 2 turns to consider issues …

The Death Of The Ai Author, Carys Craig, Ian Kerr

Articles & Book Chapters

Much of the recent literature on AI and authorship asks whether an increasing sophistication and independence of generative code should cause us to rethink embedded assumptions about the meaning of authorship. It is often suggested that recognizing the authored — and so copyrightable — nature of AI-generated works may require a less profound doctrinal leap than has historically been assumed. In this essay, we argue that the threshold for authorship does not depend on the evolution or state of the art in AI or robotics. Rather, the very notion of AI-authorship rests on a category mistake: it is an error …

Ethical Testing In The Real World: Evaluating Physical Testing Of Adversarial Machine Learning, Kendra Albert, Maggie Delano, Jonathon W. Penney, Afsaneh Rigot, Ram Shankar Siva Kumar

Articles & Book Chapters

This paper critically assesses the adequacy and representativeness of physical domain testing for various adversarial machine learning (ML) attacks against computer vision systems involving human subjects. Many papers that deploy such attacks characterize themselves as “real world.” Despite this framing, however, we found the physical or real-world testing conducted was minimal, provided few details about testing subjects and was often conducted as an afterthought or demonstration. Adversarial ML research without representative trials or testing is an ethical, scientific, and health/safety issue that can cause real harms. We introduce the problem and our methodology, and then critique the physical domain testing …

Payment In Virtual Currency, Benjamin Geva

Articles & Book Chapters

By reference to an analysis of the operation of payment in traditional forms of money, this essay explores the meaning of ‘virtual currency’ and the mechanism for payment in it. Endeavoring to identify directions in which events will unfold, the essay sets the stage for a future detailed analysis of pertaining legal aspects.