In this AI & Equality Initiative podcast, Senior Fellow Anja Kaspersen speaks with three researchers working with the University of Melbourne's Centre for AI and Digital Ethics about bias in data and algorithms. How can these types of biases have adverse effects on health and employment? What are some legal and ethical tools that can be used to confront these challenges?

AI & Equality Initiative: Algorithmic Bias & the Ethical Implications

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Today, eight of the world's most populous countries, or about 4 billion people, are led by politicians 70 years of age, or older. "Wall Street Journal" reporter Jon Emont joins "Doorstep" co-hosts Nick Gvosdev and Tatiana Serafin to discuss the systems and structures that keep aging leaders in power in both autocracies and democracies. What do we lose when generational change is stifled? Can the world effectively address 21st century crises from pandemics, to melting ice caps, to technological advances with 20th century frameworks? Are we reaching a tipping point? For more, please go to: carnegiecouncil.co/doorstep-emont 

The Doorstep: The Ubiquity of An Aging Global Elite, with Jon Emont

How can Global South and Global North nations collaborate more effectively? What roadblocks hinder joint action on crucial issues such as security, development, climate, and AI? How can ethical reflection and engagement pave the way for a more inclusive and equitable multilateralism? In the inaugural panel of Carnegie Council’s “Unlocking Cooperation” series, moderator Ramu Damodaran discusses these pressing questions and more with leading experts. For more, please go to: https://carnegiecouncil.co/global-south-north

Unlocking Cooperation: The Global South and Global North

One of the core ethical and legal imperatives in warfare is the protection of civilians. With the vast majority of armed conflicts in the world today occurring between state and non-state actors, this has led to ambiguity around traditional battlefield lines, what laws apply, and who is viewed as liable to harm. This virtual panel explored emerging ethical and legal questions surrounding the humanization of warfare, touching on issues of international law, just war, and how civilian protection can hinge on how we label a conflict. The event builds upon an essay published by Georgetown Law’s Professor Mitt Regan, who moderated the discussion, in the most recent issue of Ethics & International Affairs, the quarterly journal of Carnegie Council. For more, please go to: https://carnegiecouncil.co/humanization-warfare

The Humanization of Warfare: Ethics, Law, and Civilians in Conflict

In this probing discussion with Senior Fellow Arthur Holland Michel, Brianna Rosen, senior fellow at "Just Security" and the University of Oxford, discusses what we know (and what we don't) about Israel's use of AI in the war in Gaza and explains the fraught relationship between algorithmic decisions, transparency, and accountability. She also looks back at the last two decades of the U.S. drone strike program for clues about what the future of AI warfare might mean for justice and human rights. For more, please go to: https://carnegiecouncil.co/podcast-brianna-rosen

When the War Machine Decides: Algorithms, Secrets, and Accountability in Modern Conflict, with Brianna Rosen Banner

Which is more dangerous, open source AI or large language models and other forms of generative AI totally controlled by an oligopoly of corporations? Will open access to building generative AI models make AI more democratic? What other approaches to ensuring generative AI is safe and democratic are available? Carnegie-Uehiro Fellow Wendell Wallach and Elizabeth Seger, director of the CASM digital policy research hub at Demos, discuss these questions and more in this Artificial Intelligence & Equality podcast. For more from Seger, read her recent article on AI democratization: https://carnegiecouncil.co/aiei-seger For more on this podcast, please go to: https://carnegiecouncil.co/aiei-podcast-seger

AI & Equality Initiative: Algorithmic Bias & the Ethical Implications

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