3 papers
cs.GT2026
Human-AI Productivity Paradoxes: Modeling the Interplay of Skill, Effort, and AI Assistance
Ali Aouad, Thodoris Lykouris, Huiying Zhong
Generative Artificial Intelligence (AI) tools are rapidly adopted in the workplace and in education, yet the empirical evidence on AI's impact remains mixed. We propose a model of…
stat.ML2025
Statistical Inference under Performativity
Xiang Li, Yunai Li, Huiying Zhong +2
Performativity of predictions refers to the phenomenon where prediction-informed decisions influence the very targets they aim to predict -- a dynamic commonly observed in policy-m…
cs.CY2024
Gender Bias of LLM in Economics: An Existentialism Perspective
Hui Zhong, Songsheng Chen, Mian Liang
Large Language Models (LLMs), such as GPT-4 and BERT, have rapidly gained traction in natural language processing (NLP) and are now integral to financial decision-making. However,…