AI in Healthcare

What if the most dangerous bias in healthcare AI isn’t in the algorithm — but in the data it was trained on? A new deep dive from the University of Pennsylvania reveals that the 1820s were a turning point in the erasure of Native American histories from official records. This gap isn’t just historical — it’s actively shaping AI models today. If AI can’t see the past, it can’t predict the future without distortion. How do we build systems that learn from what was lost? Source: https://penntoday.upenn.edu/news/mcneil-center-deep-dive-early-19th-century-native-american-history 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