
Unbundling AI Openness: Beyond the Binary
From Interpreting India by Carnegie India
October 16, 2025 · 48 min · Season 4 · Episode 31
About this episode
The episode discusses the complexities of openness in artificial intelligence, introducing the concept of 'differential openness'.
In this episode of Interpreting India, host Shruti Mittal, research analyst in the Technology and Society Program at Carnegie India, speaks with Chinmayi Sharma, associate professor of law at Fordham Law School and nonresident fellow at the Stoss Center, the Center for Democracy and Technology, and the Atlantic Council. Together, they explore the evolving and often misunderstood debate on openness in artificial intelligence. Drawing from her forthcoming paper, Unbundling AI Openness, in the Wisconsin Law Review, Sharma explains why the traditional “open versus closed” framing oversimplifies the reality of modern AI development. She introduces the concept of “differential openness,” a framework that views AI systems as composed of multiple interdependent components—each existing along its own spectrum of openness and carrying distinct implications for innovation, safety, democratic accountability, and national security.
People in this episode
Guest: Chinmayi Sharma
Topics covered
- artificial intelligence
- openness
- law
- technology
Keywords
- AI
- democratic accountability
- national security
- innovation
- safety
Mentioned in this episode
Books & works: Unbundling AI Openness: Beyond the Binary, Interpreting India, Unbundling AI Openness
More episodes of Interpreting India
- Subsea Cables, Trusted Networks, and India's Strategic Opportunity · June 4, 2026 · 46 min
- AI Literacy and the Future of Work in India · May 26, 2026 · 45 min
- Can AI Resources Be Democratized? AI Summit Special · May 15, 2026 · 28 min
- Space Security in the Age of AI · May 7, 2026 · 1h 7m
- An African Perspective for Building AI for Global South | AI Summit Special · April 30, 2026 · 48 min
- The India-EU Trade Deal: What It Delivers and What It Doesn't · April 23, 2026 · 51 min
Explore listener stats, chart rankings, contacts and more on the Interpreting India podcast page.