AI in Energy

Can AI learn to trust people without words? A new Caltech study reveals that humans judge personality through five consistent, non-verbal dimensions—approachability, warmth, competence, morality, and youthfulness—using only facial arrangement, not labels. This breakthrough, published October 20, 2026, shows that cognitive bias can be measured without language, opening new pathways for AI in energy decision systems. Imagine training AI to assess public trust in energy projects by reading facial cues in community forums, or modeling operator behavior during grid emergencies using visual judgment patterns. This isn’t science fiction—it’s the foundation of a new class of AI for energy governance. The study, led by Ralph Adolphs and Yue Xu at Caltech, used over 3,000 participants and computational modeling to validate this framework. Source: https://www.caltech.edu/about/news/judging-faces-without-words View and join any or all of our communities — AI, quantum, and real estate: https://alex-companies.com/reports/linkedin-groups If there's an AI, quantum, or real estate community you'd like to see us convene, tell us — this portfolio grows by request. MIT, Nvidia, Google & IBM-Trained. Cross Domain-Expert: Quantum, AI, Ethics, Sovereignty, Intelligence, Philanthropy. Solepoint Planning. VUI AI Cloud Architect. AI Certifications Development. Quant/AI Instructor. Castor Venture Club Member. Associate Broker. George Arnold Alexander III, MPA Director, ALEX Companies Associate Broker, Alexander Tiffany Southwest, LLC dba ALEX.realestate, et.al. Texas License #574878-B · Broker License #565194-BB Broker, ALEX Real Estate · North Carolina License #367733 Independent Broker, ALEX Real Estate · Colorado License #II.100112456 [email protected] · +1 713.918.9951