Navigating AI Risk - From Awareness to Accountability

Abstract: AI systems have woven themselves into the fabric of our daily lives at an unprecedented pace. Even when we recognize their presence in our search results, content recommendations, or workplace tools, we often underestimate their influence and remain blind to the full spectrum of risks these systems pose. This talk examines these critical risks, particularly those associated with the recently emerging generative AI tools.

​ At the individual level, users face risks including algorithmic bias, privacy violations, misinformation, and over-reliance on flawed outputs. At the societal level, we confront challenges like labor displacement, the amplification of inequality, environmental costs, and the erosion of critical thinking skills. As AI adoption accelerates without adequate safeguards, these risks are no longer theoretical—they're actively shaping outcomes in education, healthcare, criminal justice, and beyond.

​ So what can we do about it? I'll explore concrete pathways toward accountability, including regulatory frameworks for transparency and auditing, industry standards for responsible development, mechanisms for user education and informed consent, and the role of public pressure in demanding ethical AI practices.

​This talk is designed for anyone who wants to move beyond abstract concerns and understand both the tangible harms of AI systems and the actionable steps we can take to ensure these powerful tools serve the public interest.

​Shiran Dudy is a Research Scientist at Northeastern University’s Institute for Experiential AI, where I specialize in NLP and speech processing with a focus on Responsible AI specifically focusing on AI auditing, and AI literacy, and participatory AI approaches.

game theoryhuman-computer interactionsocial and information networkslaw and economics

Audience: researchers in the discipline

( chat )

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Metagovernance Seminar

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The Metagovernance Seminar invites individuals working in online governance to present their work to a community of other researchers and practitioners. Topics of the seminar include, but are not limited to, computational tools for governance, governance incidents and case studies from online communities, topics in cryptoeconomics, and the design of digital constitutions.

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Please contact a planning committee member (Nathan Schneider, Divya Siddarth, Michael Zargham, Joshua Tan, and Seth Frey) if you are interested in becoming a member of the seminar.

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