GenAI increasingly seen by investors as a key tool to research companies, evaluate stocks
Peer-Reviewed Publication
Updates every hour. Last Updated: 20-Oct-2026 19:16 ET (20-Oct-2026 23:16 GMT/UTC)
A new paper published in the Proceedings of the National Academy of Sciences (PNAS), “Personality Pairing Improves Human-AI Collaboration” presents the first-ever, large-scale, randomized controlled experiment testing how AI agents prompted to exhibit varying levels of the Big Five personality traits interacted with human personalities to shape human–AI collaboration and performance and what personality pairings proved to be the most effective. Co-authors are Sinan Aral, MIT Sloan School of Management professor and director of the MIT Initiative on the Digital Economy, and Harang Ju, an assistant professor at the Johns Hopkins University Carey Business School. Their results demonstrate that personality pairing can improve human–AI collaboration and performance. They also motivate future research on the complex implications of AI personalization for human–AI collaboration, teamwork, and performance.
The European Expectations Center (EEC), led by economist and recipient of the Alexander von Humboldt Professorship Michael Weber, examines how households, firms, and financial market participants form expectations about economic developments and how these expectations influence economic behavior.
Investors who evaluate companies using environmental, social, and governance (ESG) criteria are increasingly expected to act as private regulators, using their influence as stakeholders to pressure firms to act more sustainably. New research published in Strategic Management Journal finds companies under strong ESG investor pressure do generate lower direct emissions; however, they sometimes shift pollution to suppliers, which doesn’t change their combined emissions. The study also found evidence that this outsourcing can become reduced when investors help firms adopt eco-friendly technologies and directly oversee supplier practices.
Alcohol advertisers have long faced industry guidelines discouraging them from linking drinking with sexual success. Cannabis marketers have no comparable industrywide guidelines and may promote cannabis in connection with sex and intimacy. A new Washington State University study suggests such messages may influence young adults’ intentions to use cannabis before sex, with potential implications for sexual decision making and consent. Published in Communication Research, the study found that college students who interpreted advertisements as suggesting cannabis use resulted in better sex – whether the ads featured sexual themes or not – were more likely to expect those benefits and to say they might use cannabis before sex.