Machines we trust : perspectives on dependable AI / edited by Marcello Pelillo and Teresa Scantamburlo.

Format:

Book

Contributor:

Pelillo, Marcello, editor.

Scantamburlo, Teresa, editor.

Edward Potts Cheyney Memorial Fund.

Language:

English

Subjects (All):

Artificial intelligence--Moral and ethical aspects.

Artificial intelligence.

Artificial intelligence--Social aspects.

Physical Description:

xii, 160 pages : illustrations ; 26 cm

Place of Publication:

Cambridge, Massachusetts : The MIT Press, [2021]

Summary:

"A collection of critical essays dealing with the social and ethical impacts of AI including issues of trust, reliability, and bias"-- Provided by publisher.

Contents:

Machine generated contents note: 1. Introduction / Teresa Scantamburlo

I. SETTING THE STAGE

2. Shortcuts to Artificial Intelligence / Nello Cristianini

3. Mapping the Stony Road toward Trustworthy AI: Expectations, Problems, Conundrums / Pak-Hang Wong

II. ISSUES

4. The Issue of Bias: The Framing Powers of Machine Learning / Mireille Hildebrandt

5. Adjudicating with Inscrutable Decision Rules / Katherine J. Strandburg

6. Cobra AI: Exploring Some Unintended Consequences of Our Most Powerful Technology / Federico Cabitza

7. The Importance of Prediction in Designing Artificial Intelligence Systems / Viola Schiaffonati

III. PROSPECTS

8. A Human-Centered Agenda for Intelligible Machine Learning / Hanna Wallach

9. The AI of Ethics / Robert C. Williamson.

Notes:

Includes bibliographical references and index.

Local Notes:

Acquired for the Penn Libraries with assistance from the Edward Potts Cheyney Memorial Fund.

ISBN:

9780262542098

0262542099

OCLC:

1201696632

Publisher Number:

99988374289