Six Human-Centered Artificial Intelligence Grand Challenges
Шесть глобальных задач человеко-центристского искусственного интеллекта
2023-01-02
SCID: 54.1/efk8dnye
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AI governance and oversightethical AIfairness in AIhuman-centered artificial intelligenceprivacy-preserving AI
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Abstract (AI)
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.
Key Findings
1
AI adoption is substantially affecting the human condition with poorly understood negative unintended consequences, including perpetuating societal inequalities via algorithmic decision making.
2
The authors define six grand challenges for human-centered AI (HCAI) focused on creating ethical, fair, and human-enhancing technologies.
3
The grand challenges represent a consensus from an international group of 26 HCAI experts across academia, industry, and government.
4
The six advocated priorities are: center AI on human well-being; design responsibly; respect privacy; follow human-centered design principles; ensure appropriate governance and oversight; and align interactions with human cognitive capacities.
5
These challenges aim to guide research and development towards AI that promotes fairer, more equitable, and sustainable societies.
Research Object
Human-centered artificial intelligence (HCAI) technologies
Research Subject
Grand challenges for designing and governing AI to be ethical, fair, privacy-respecting, human-wellbeing–centered, human-centered in interaction and design, and subject to appropriate oversight
Publication Details
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2023-01-02
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