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cs.CY2026
Is AI Widening the Wage Gap? A Hybrid Agentic Simulation for Labor Equity
Zhongbo Hu, Zonghan Wu, Zonghang Wu +3
Artificial intelligence (AI) is reshaping labor markets, yet its effects on wage distribution and the underlying mechanisms remain insufficiently understood. Conventional analytica…
cs.CY2023
Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders
Georgina Curto, Flavio Comim
This paper clarifies why bias cannot be completely mitigated in Machine Learning (ML) and proposes an end-to-end methodology to translate the ethical principle of justice and fairn…