AI Safety, Ethics & Governance

Is your real estate AI system explainable? A new global framework proposes ethical oversight to ensure fairness in property valuations. Harvard Kennedy School warns that bias in AI tools—especially in diverse markets—is increasing scrutiny. The U.S. has seen a 7% statistical bias in valuation algorithms, raising questions about trust and compliance. In Texas, this could mean implications for Georgetown or Williamson County, where historical data may skew outcomes. The question now is whether the industry will adopt these ethical standards before regulators force them. https://www.hks.harvard.edu/ai-real-estate-governance-framework 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 Director, ALEX Companies; Associate Broker, Alexander Tiffany Southwest, LLC. +1 713.918.9951 · [email protected]