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Contributors

Mark (Shuai) Ma
Mark (Shuai) Ma
Associate Professor of Business Administration University of Pittsburgh
"A shorter workweek can prevent AI-driven mass unemployment."
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Yuye Ding
Yuye Ding
Ph.D. Candidate in Accounting University of Pittsburgh
"We are not only tasked with adapting to AI, but with redefining our role within it."
Jun Wu
Jun Wu
Assistant Professor of Computer Science Michigan State University
"The last mile of AI is not intelligence. It is trust."
Yucheng (John) Yang
Yucheng (John) Yang
Assistant Professor of Accounting Chinese University of Hong Kong (CUHK)
"The role of AI is to reinforce, not replace, what matters most to humans."
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Research Paper

For any use or redistribution of this work, please include the following citation:

Ding, Y., Ma, M., Wu, J., & Yang, Y. (2026). Tracking artificial intelligence sentiment in the U.S. labor market (Working paper).