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Full Description
AI for a Just World: Power, Liberation, and the People Left Behind examines how contemporary artificial intelligence systems are reshaping social, political, and economic life, and how prevailing narratives of neutrality and efficiency obscure their unequal consequences. Bringing together critical scholarship from across disciplines, the book investigates how AI redistributes power, produces new forms of exclusion, and reconfigures longstanding structures of inequality.
Across health, education, borders, labour, warfare, governance, and everyday life, contributors show how AI systems can reproduce racialized, gendered, colonial, and ableist logics while presenting these outcomes as technical objectivity. Rather than treating bias as a technical flaw to be fixed, the chapters approach AI as a socio-technical project embedded in histories of capitalism, colonial modernity, and state power, with Disability Justice as a key lens throughout the volume. Through empirical case studies, theoretical interventions, and accounts grounded in marginalized communities, the book develops concepts such as algorithmic violence, epistemic injustice, data colonialism, disability evasion, and technocolonialism. It also moves beyond critique to explore possibilities for resistance, refusal, and alternative futures, highlighting approaches rooted in relational accountability, Indigenous data sovereignty, feminist political economy, and collective care.
This volume will be of interest to scholars, graduate students, and advanced practitioners working in critical AI studies, science and technology studies, health policy, political science, sociology, education, law, and digital ethics. It will also appeal to policymakers, activists, and technologists seeking rigorous, justice-oriented frameworks for understanding and contesting the social impacts of artificial intelligence.
Contents
Part 1: AI, Equity, and Health Justice 1. Artificial Intelligence and the Pursuit of Equity: A Scoping Review of Benefits, Harms, and Gaps 2. Beyond White Skin: The Need for Equitable AI in Healthcare 3. What the AI Doesn't See: On Fairness Proxies in Medical AI 4. Aligning AI for Health Equity: Successes, Gaps, and Barriers in the Canadian Healthcare System 5. Benchmarking Bias: Expanding Clinical AI Model Card to Incorporate Bias Reporting of Social and Non-Social Factors 6. Responsible Foundation Models for Healthcare: Risks, Opportunities, and Pathways to Responsibility 7. Evaluating AI Safety, Hallucinations, Psychosis and Bias Using Clinical Simulations 8. Addressing Structural Bias in AI-Driven Healthcare: From Technical Fixes to Equity-by-Design Part 2: Disability, Education, and Techno-Ableism 9. Disability-centered Policy Opportunities and Challenges for Accessible and Inclusive AI: A Scoping Review 10. Rethinking Artificial Intelligence for Sickle Cell Disease - A Bounded Justice and Disability Justice Approach 11. Beyond 'Technoableism': AI, Ableism, and Accommodations in Postsecondary/STEM Education 12. AI, Technoableism, and Computing Education: Assessing Conceptual Entry Points 13. AI, Social Media, and People with Disabilities: A Critical Review 14. Epistemic Injustice and Disability-Evasiveness Part 3: AI in Society—Gender, Labor, and Relationships 15. Misogyny by Design: The Manosphere, AI, and Technology-Facilitated Gender-Based Violence 16. Intimate Inequities: Examining the Benefits and Risks of AI in Online Dating for Marginalized Populations 17. AI and Social Reproduction: Social Structures of Dominance and Control Part 4: Governance, Power, and Bias in AI Systems 18. No More Radical Ethical Uncertainty: GenAI and Higher Education within Structures of Capital 19. A Cognitive Usability Engineering Approach to Understanding Bias in Human-AI Interaction 20. Toward a Leftist Artificial Intelligence for Geopolitical Analysis: Reconsidering the Technical and Conceptual Aporias in the Development of Radically Equitable Artificial Agents 21. Algorithmic Border Securitization: The Datafied Migrant at the Canada-U.S. Border 22. Disablement by Algorithm: AI as a Modern Tool of Settler-Colonial Violence in Palestine Part 5: Decolonial and Philosophical Critiques of AI 23. Unsettling Realities of AI Equity: Colonial Modernity in Action 24. Deconstructing AI's Religious Code: From Colonial Conquest to Unconditional Hospitality for Indigenous Relational Epistemologies 25. Digital Beings or Mere Tools? Animist and Posthumanist Approaches to AI Companion Rights 26. The Use of AI in the Palestinian Genocide: A Marxist Analysis 27. AI and Equity: Thinking About the Modern Identity and the Uncanny "There"
