Five Policy Uses of Algorithmic Explainability

{
  "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"
  ]
}

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.

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

Technology Iran

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 Endowment for International Peace

Commentary
Europe Is Falling Behind in General-Purpose Robotics. Here’s What It Can Do to Catch Up.
The continent needs to improve conditions for production of complete AI robotic systems and preserve its edge in hardware.
Pavlo Zvenyhorodskyi
Commentary
Carnegie Politika
What the Russian Energy Sector Stands to Gain From War in the Middle East
The future trajectory of the U.S.-Iran war remains uncertain, but its impact on global energy trade flows and ties will be far-reaching. Moscow is likely to become a key beneficiary of these changes; the crisis in the Gulf also strengthens Russia’s hand in its relationships with China and India, where advantages might prove more durable.
Sergey Vakulenko
Commentary
Carnegie Politika
Beyond Oil: Hormuz Closure Puts Russia in the Lead in the Fertilizer Market
The Kremlin expects to not only profit from rising fertilizer prices but also exact revenge for the collapse of the 2023 grain deal.
Alexandra Prokopenko
Commentary
Emissary
The Problem With the Idea That Netanyahu Made Trump Attack Iran
Going to war was the U.S. president’s decision, for which he alone is responsible.
Daniel C. Kurtzer, Aaron David Miller
Article
What Could a Reciprocal Defense Procurement Agreement Do for U.S.-India Ties?
India and the United States are close to concluding a Reciprocal Defense Procurement Agreement (RDPA) that will allow firms from the two countries to sell to each other’s defense establishments more easily. While this may not remedy the specific grievances both sides may have regarding larger bilateral issues, an RDPA could restore some momentum, following the trade deal announcement.
Konark Bhandari

More Work from Carnegie Endowment for International Peace

A white humanoid robot with a black head and hips stands behind a rope barrier. It stands with its feet apart, knees bent, and elbows raised at its sides.

Commentary

Europe Is Falling Behind in General-Purpose Robotics. Here’s What It Can Do to Catch Up.

The continent needs to improve conditions for production of complete AI robotic systems and preserve its edge in hardware.

Pavlo Zvenyhorodskyi

Commentary

Carnegie Politika

What the Russian Energy Sector Stands to Gain From War in the Middle East

The future trajectory of the U.S.-Iran war remains uncertain, but its impact on global energy trade flows and ties will be far-reaching. Moscow is likely to become a key beneficiary of these changes; the crisis in the Gulf also strengthens Russia’s hand in its relationships with China and India, where advantages might prove more durable.

Sergey Vakulenko

Commentary

Carnegie Politika

Beyond Oil: Hormuz Closure Puts Russia in the Lead in the Fertilizer Market

The Kremlin expects to not only profit from rising fertilizer prices but also exact revenge for the collapse of the 2023 grain deal.

Alexandra Prokopenko

Commentary

Emissary

The Problem With the Idea That Netanyahu Made Trump Attack Iran

Going to war was the U.S. president’s decision, for which he alone is responsible.

Daniel C. Kurtzer, Aaron David Miller

Article

What Could a Reciprocal Defense Procurement Agreement Do for U.S.-India Ties?

India and the United States are close to concluding a Reciprocal Defense Procurement Agreement (RDPA) that will allow firms from the two countries to sell to each other’s defense establishments more easily. While this may not remedy the specific grievances both sides may have regarding larger bilateral issues, an RDPA could restore some momentum, following the trade deal announcement.

Konark Bhandari