DISCOVER DATA ACTIVISM

I) Possible Constructive Uses But Still Invasive A) Smart Home Automation — The Helpful Side If AI can interact with local devices, it could: Control smart lights, thermostats, appliances, TVs, speakers Coordinate security cameras or sensors Optimize energy usage or routines This is already happening through Internet-of-Things (IoT) ecosystems where AI processes device data locally (“edge AI”) to reduce cloud data sharing while improving responsiveness. Example:AI adjusting t

Overview A well-crafted estate plan always includes a will. Even when trusts, beneficiary designations, or joint ownership play a primary role, the will remains the legal foundation that ensures a person’s final wishes are honored. For estate planning attorneys—and for anyone seeking to understand how estate plans actually work—grasping the purpose, structure, and legal requirements of wills is essential. This article provides a practical, high-level guide to wills: what they

Introduction Artificial intelligence systems increasingly make decisions impacting human welfare, yet many have exhibited unfair biases and disparities in outcomes [1] . To address this, we propose a justice-oriented AI design  that draws on John Rawls’ Theory of Justice  and uses Neural Architecture Search (NAS)  to embed fairness into the very structure of AI models. The core idea is to optimize worst-case utility  across demographic groups – as if a decision-maker were act

Stop Using Our Military As Thieves A modern economy is an information system. Markets are the dashboards. Prices are the signals. And wealth, especially billionaire wealth, is what happens when the system’s signals compound in one direction for long enough. By that measure, 2025 reads like a record year for the very top —not as a moral claim, but as a measurable outcome. UBS reports that global billionaire wealth reached an all-time high in 2025 (about $15.8 trillion, up 13%)