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cs.CY2025★ 1 cited
Can AI Solve the Peer Review Crisis? A Large Scale Cross Model Experiment of LLMs' Performance and Biases in Evaluating over 1000 Economics Papers
Pat Pataranutaporn, Nattavudh Powdthavee, Chayapatr Achiwaranguprok +1
This study examines the potential of large language models (LLMs) to augment the academic peer review process by reliably evaluating the quality of economics research without intro…
cs.CY2025
Algorithmic Inheritance: Surname Bias in AI Decisions Reinforces Intergenerational Inequality
Pat Pataranutaporn, Nattavudh Powdthavee, Pattie Maes
Surnames often convey implicit markers of social status, wealth, and lineage, shaping perceptions in ways that can perpetuate systemic biases and intergenerational inequality. This…