A Vulnerability Analysis: Theorising the Impact of Artificial Intelligence Decision-Making Processes on Individuals, Society and Human Diversity from a Social Justice Perspective

by Tanya Krupiy

“Erica Curtis, a former admissions evaluator at Brown University in the United States, has noted that she evaluated each student’s application consisting of standardised test scores, the transcript, the personal statement, and multiple supplemental essays within a twelve-minute timeframe.1 Arguably, this is a very short period of time within which an admissions officer can evaluate the applicant’s personality and academic qualities holistically.2 The time constraints create a possibility that the admissions officer may fail to detect the applicants’ capabilities or how societal barriers diminished their ability to realise their potential. Another concern with human decision-making is that the decision-maker officer may act arbitrarily in the course of exercising discretion3 by putting different weight on comparable attributes that cannot be measured.

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Beyond Equality and Discrimination

 

by Martha Albertson Fineman

Image via Pixabay

ABSTRACT

“The societal frame of the “economically disadvantaged” is rooted in a distinction between a conceptual status of equality and the actuality of discrimination and disadvantage. This paradigm provides the governing logic for both criticism and justification of the status quo. This Article questions whether and to what extent this equality/antidiscrimination logic has lost its effectiveness as a critical tool and what, if anything, should be the foundation of the rationale that supplements or even replaces it.

I. INTRODUCTION

The theme of this Article for the SMU Law Review Forum focuses us on the challenges faced by the “economically disadvantaged” in the past decade and in the future. This framing is rooted in a distinction between that conceptual status of equality and the actuality of discrimination and disadvantage. This is the lens through which contemporary legal culture tends to assess the nature and effect of existing laws and determines the necessary direction of reform. As such, this paradigm provides the governing logic for both criticism and justification of the status quo. It is rooted in an understanding of the significance of the human being and a belief in their fundamental parity under law that also asserts the inherent value of individual liberty and autonomy, and thus is skeptical of state intervention into the “private” sphere of life.

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Select Scholarly Collections from the Feminism and Legal Theory Project

  • Vulnerability and the Legal Organization of Work, M.A. Fineman, J. Fineman (Routledge 2017).
  • Privatization, Vulnerability, and Social Responsibility: A Comparative Perspective, M.A. Fineman, U. Andersson, T. Mattsson (Routledge 2017).
  • Masculinities and Feminisms: Critical Perspectives, M.A. Fineman, M. Thomson (Ashgate Press 2013).
  • Vulnerability: Reflections on a New Ethical Foundation for Law and Politics, M.A. Fineman, A. Grear (Ashgate Press 2013).
  • Feminist Perspectives on Transitional Justice: Through a Theoretical, Policy and Practice-Oriented Lens, M.A. Fineman, E. Zinsstag (Intersentia Press) (Series on Transitional Justice 2013).
  • Transcending the Boundaries of Law: Generations of Feminism and Legal Theory, M.A. Fineman (Routledge 2010).
  • What Is Right For Children? The Competing Paradigms Religion and International Human Rights, M.A. Fineman, K. Worthington (Ashgate Press 2009).
  • Feminist and Queer Legal Theory: Intimate Encounters, Uncomfortable Conversations, M.A. Fineman, J. Jackson, A. Romero (Ashgate Press 2009).
  • Feminism Confronts Homo Economicus (Economic Man),M.A. Fineman, T. Doherty (Cornell University Press 2005).
  • Feminism and the Media, M.A. Fineman, M.T. McCluskey (Oxford University Press 1997).
  • Mothers in Law: Feminism and the Legal Regulation of Motherhood, M.A. Fineman, I. Karpin (Columbia University Press 1995).
  • The Public Nature of Private Violence, M.A. Fineman, Roxanne Mykitiuk (Routledge Press 1994).
  • At the Boundaries of Law: Feminism and Legal Theory, M.A. Fineman, N.S. Thomadsen (Routledge Press 1990) (Re-issued September 2012).