
Reviewed manuscript titled Riding AI to Utopia or Dystopia? NLP, LLM and News Informatics Insights for
Artificial Intelligence Impacts on Education, Healthcare, Robotics and Careers, Changing Human Society. Refined figures and tables to improve clarity and correctness, identifying small issues such as missing or
unclear captions, inconsistent numbering, and formatting mismatches
Checked how machine-translated headlines were used in the paper, focusing on how accurate and natural the
English translations sounded
Provided feedback on confusing/unclear translations and recommended authors explain their translation
process in the paper to clarify multilingual handling for readers
Conducted Interesting Questions in Corporate Governance Project under the guidance of Prof. Ann Mooney
Collaborated with 15 research assistants to analyze Year 2017-2019 social media posts, studying over 200
CEOs’ and Directors’ business views
Analyzed over 4,000 CEOs’ personal information deeply to provide data for a thesis, including investigating
immigration and educational backgrounds and conducted 3 mini case studies in director activism interests
Researched 80 companies, directors and scholars with diverse backgrounds on their general views and
determine the score from the evaluation site, applying permitted large language models to label views as
aggressive or passive when scores were unavailable
Murphy from SIT, and Prof. Seung-Hwan Jeong from University of Georgia