Vol. 42 No. 1: Spring 2021

Image depicting the social disruption and AI

Published: 2021-04-12

Special Topic Articles

Zeitenwende — Turn of Eras

Meinolf Sellmann, Bart Selman

3-5
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Rethinking the Maturity of Artificial Intelligence in Safety-Critical Settings

Mary L. Cummings

6-15
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Artificial Intelligence and the Future of Work: A Proactive Strategy

Thomas A. Kochan

16-24
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Artificial Intelligence Community and Self

Peter Tu

25-29
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Procedural Democracy and Electronic Agents

Suman Gupta

30-38
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Artificial and Human Intelligence in Mental Health

Mariano Sigman, Diego Fernandez Slezak, Lucas Drucaroff, Sidarta Ribeiro, Facundo Carrillo

39-46
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Machine Learning Techniques for Accountability

Been Kim, Finale Doshi-Velez

47-52
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Using a Machine Learning Tool to Support High-Stakes Decisions in Child Protection

Rhema Vaithianathan, Diana Benavides-Prado, Erin Dalton, Alex Chouldechova, Emily Putnam-Hornstein

53-60
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Articles

Artificial Intelligence’s Grand Challenges: Past, Present, and Future

Ganesh Mani, Frank Chen, Steve Cross, Thomas Kalil, Vanathi Gopalakrishnan, Francesca Rossi, Ken Stanley

61-75
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Organizing a Successful Artificial Intelligence Online Conference: Lessons from the 13th Symposium on Combinatorial Search

Daniel Harabor, Mauro Vallati

76-82
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Conference Reports

Advances in Theory and Applications of Artificial Intelligence

Hamido Fujita, Philippe Fournier-Viger, Jun Sasaki, Moonis Ali

86-87
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Workshop Reports

Report on the First and Second Workshops on Hierarchical Planning Held at the International Conference on Automated Planning and Scheduling

Pascal Bercher , Daniel Höller, Gregor Behnke , Susanne Biundo, Vikas Shivashankar, Ron Alford

83-85
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Columns

The Case Against Registered Reports

Odd Erik Gundersen

88-92
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The Role of Open-Source Software in Artificial Intelligence

Jim Spohrer

93-94
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AAAI's New Award for the Societal Benefits of AI — An Interview with Richard Tong

Richard Tong, Ashok Goel

95-100
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Departments

AAAI News

Carol M. Hamilton

101-107
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AAAI Conferences Calendar

Managing Editor

108