Ethical AI

AI Ethics, Ethical AI, ETUNC Insights, Legacy

The Peril of the Loop: Why AI That Trains Itself Needs a Human Compass

James Wm Frank / September 10, 2025

In the rapidly evolving landscape of artificial intelligence, a new paradigm is emerging—one where AI systems generate their own training […]

AI Architecture, AI Ethics, AI Executor, Ethical AI, ETUNC Insights

The Echo of Truth: How VPAR Unlocks Wisdom in the Age of AI

James Wm Frank / September 2, 2025

For too long, we have chased the elusive phantom of “correctness.” We built magnificent machines capable of processing oceans of

AI Ethics, Human-in-the-Loop, Certification, Trustworthy AI, AI Executor, Ethical AI, Ethics, ETUNC Insights, Legacy, Veracity, Plurality, Accountability

ETUNC Reaches AI Executor Milestone with Guardian Analysis Dashboard

James Wm Frank / September 2, 2025

Introduction Persistence. Monomaniacal focus. Relentless problem-solving. These are the qualities that have brought ETUNC.ai to today’s milestone: the deployment of