Matt O'Shaughnessy
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Five Policy Uses of Algorithmic Explainability
The notion that algorithmic systems should be "explainable" is common in the many statements of consensus principles developed by governments, companies, and advocacy organizations.
About the Author
Former Visiting Fellow, Technology and International Affairs Program
Matt O’Shaughnessy was a visiting fellow in the Technology and International Affairs Program at the Carnegie Endowment for International Peace, where he applies his technical background in machine learning to research on the geopolitics and global governance of technology.
- How Hype Over AI Superintelligence Could Lead Policy AstrayCommentary
- What a Chinese Regulation Proposal Reveals About AI and Democratic ValuesCommentary
Matt O'Shaughnessy
Recent Work
Carnegie does not take institutional positions on public policy issues; the views represented herein are those of the author(s) and do not necessarily reflect the views of Carnegie, its staff, or its trustees.
More Work from Carnegie Europe
- When AI Agents Attack: Autonomous Cyber Operations and Europe’s Governance GapPaper
Autonomous AI agents are increasingly prevalent in cyberspace. The EU needs a real-time monitoring strategy, to invest in AI defenses, and to reduce its strategic dependence on U.S. frontier models.
Raluca Csernatoni, Patryk Pawlak
- Europe Needs a Strategy for Its Turn to New Defense TechCommentary
Defense tech innovations will be at the heart of Europe’s new security strategy. But so far, Brussels has been making moves without a broader plan, undermining readiness and credibility.
Raluca Csernatoni
- Taking the Pulse: Is European Diplomacy on Iran Outdated?Commentary
When the U.S.-Iran memorandum of understanding was announced, the UK, France, Germany, and Italy declared their readiness to help demine the Strait of Hormuz and lift nuclear sanctions on Tehran. But does Europe need new tools to recover a diplomatic role?
Rym Momtaz, ed.
- Europe Should Not Let Nuclear Nonproliferation DieCommentary
Amid uncertainty caused by the Iran war, the global drive for nonproliferation has stalled. With Europe diplomatically marginalized and countries reassessing their nuclear options, efforts to curb the spread of nuclear weapons risk becoming irrelevant.
Jane Darby Menton
- Ecological Statecraft in the Midst of War: Water, Regeneration, and the Future of Gulf SecurityPaper
The U.S.-Iran war has crossed a dangerous threshold: water infrastructure in the Gulf is now a target. Ecological statecraft is no longer peripheral to security, it's part of its foundations.
Olivia Lazard, Ali Bin Shahid