Six Human-Centered Artificial Intelligence Grand Challenges

被引:88
|
作者
Garibay, Ozlem Ozmen [1 ]
Winslow, Brent [2 ]
Andolina, Salvatore [3 ]
Antona, Margherita [4 ]
Bodenschatz, Anja [5 ]
Coursaris, Constantinos [6 ]
Falco, Gregory [7 ]
Fiore, Stephen M. M. [1 ]
Garibay, Ivan [1 ]
Grieman, Keri [8 ]
Havens, John C. C. [9 ]
Jirotka, Marina [8 ]
Kacorri, Hernisa [10 ]
Karwowski, Waldemar [1 ]
Kider, Joe [1 ]
Konstan, Joseph [11 ]
Koon, Sean [12 ]
Lopez-Gonzalez, Monica [13 ]
Maifeld-Carucci, Iliana [7 ]
McGregor, Sean [14 ]
Salvendy, Gavriel [1 ]
Shneiderman, Ben [10 ]
Stephanidis, Constantine [15 ,16 ]
Strobel, Christina [17 ]
Ten Holter, Carolyn [8 ]
Xu, Wei
机构
[1] Univ Cent Florida, Orlando, FL 32816 USA
[2] Design Interact, Biosignatures & Analyt, Orlando, FL USA
[3] Univ Palermo, Matemat & Informat, Palermo, Italy
[4] FORTH, Inst Comp Sci, Iraklion, Greece
[5] Tech Univ Munich, Sch Social Sci & Technol, Munich, Germany
[6] HEC Montreal, Informat Technol, Montreal, PQ, Canada
[7] Johns Hopkins Univ, Dept Civil & Syst Engn, Baltimore, MD USA
[8] Univ Oxford, Comp Sci, Oxford, England
[9] IEEE Stand Assoc, Emerging Technol & Strateg Dev, Piscataway, NJ USA
[10] Univ Maryland, Comp Sci, College Pk, MD USA
[11] Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN USA
[12] Kaiser Permanente, Family Med & Addict Med, Oakland, CA USA
[13] Cognit Insights Artificial Intelligence, Bee Cave, TX USA
[14] Responsible AI Collaborat, Austin, TX USA
[15] Univ Crete, Comp Sci, Iraklion, Greece
[16] FORTH, ICS, Iraklion, Greece
[17] Hamburg Univ Technol, Inst Digital Econ, Hamburg, Germany
基金
英国工程与自然科学研究理事会;
关键词
ETHICAL PRINCIPLES; DISPARATE IMPACT; AI SYSTEMS; GOVERNANCE; PEOPLE; ALGORITHMS; INNOVATION; BIAS; DISCRIMINATION; TECHNOLOGIES;
D O I
10.1080/10447318.2022.2153320
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Widespread adoption of artificial intelligence (AI) technologies is substantially affecting the human condition in ways that are not yet well understood. Negative unintended consequences abound including the perpetuation and exacerbation of societal inequalities and divisions via algorithmic decision making. We present six grand challenges for the scientific community to create AI technologies that are human-centered, that is, ethical, fair, and enhance the human condition. These grand challenges are the result of an international collaboration across academia, industry and government and represent the consensus views of a group of 26 experts in the field of human-centered artificial intelligence (HCAI). In essence, these challenges advocate for a human-centered approach to AI that (1) is centered in human well-being, (2) is designed responsibly, (3) respects privacy, (4) follows human-centered design principles, (5) is subject to appropriate governance and oversight, and (6) interacts with individuals while respecting human's cognitive capacities. We hope that these challenges and their associated research directions serve as a call for action to conduct research and development in AI that serves as a force multiplier towards more fair, equitable and sustainable societies.
引用
收藏
页码:391 / 437
页数:47
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