• Research
  • Strategic Europe
  • About
  • Experts
Carnegie Europe logoCarnegie lettermark logo
EUDemocracy
  • Donate
{
  "authors": [
    "Matt O'Shaughnessy"
  ],
  "type": "legacyinthemedia",
  "centerAffiliationAll": "dc",
  "centers": [
    "Carnegie Endowment for International Peace"
  ],
  "collections": [],
  "englishNewsletterAll": "ctw",
  "nonEnglishNewsletterAll": "",
  "primaryCenter": "Carnegie Endowment for International Peace",
  "programAffiliation": "TIA",
  "programs": [
    "Technology and International Affairs"
  ],
  "projects": [],
  "regions": [
    "Iran"
  ],
  "topics": [
    "Technology"
  ]
}
REQUIRED IMAGE

REQUIRED IMAGE

In The Media

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.

Link Copied
By Matt O'Shaughnessy
Published on Feb 6, 2023

arxiv.org

About the Author

Matt O'Shaughnessy

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.

    Recent Work

  • Commentary
    How Hype Over AI Superintelligence Could Lead Policy Astray

      Matt O'Shaughnessy

  • Commentary
    What a Chinese Regulation Proposal Reveals About AI and Democratic Values

      Matt O'Shaughnessy

Matt O'Shaughnessy
Former Visiting Fellow, Technology and International Affairs Program
Matt O'Shaughnessy
TechnologyIran

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

  • Paper
    Assessing Information Ecosystems: How Governments Can Get Ahead of Hybrid Threats

    The hybrid warfare landscape is evolving rapidly, leaving policymakers without clear strategies. To better inform their work in addressing emerging challenges, governments must dig deeper into the underlying dynamics at play.

      Raluca Csernatoni, Alicia Wanless

  • Agentic AI Anthropic bot
    Paper
    When AI Agents Attack: Autonomous Cyber Operations and Europe’s Governance Gap

    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

  • Commentary
    Strategic Europe
    Europe Needs a Strategy for Its Turn to New Defense Tech

    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

  • Commentary
    Strategic Europe
    Taking the Pulse: Is European Diplomacy on Iran Outdated?

    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

      Rym Momtaz, ed.

  • Commentary
    Strategic Europe
    Europe Should Not Let Nuclear Nonproliferation Die

    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

      Jane Darby Menton

Get more news and analysis from
Carnegie Europe
Carnegie Europe logo, white
Rue du Congrès, 151000 Brussels, Belgium
  • Research
  • Strategic Europe
  • About
  • Experts
  • Projects
  • Events
  • Contact
  • Careers
  • Privacy
  • For Media
  • Gender Equality Plan
Get more news and analysis from
Carnegie Europe
© 2026 Carnegie Endowment for International Peace. All rights reserved.