Ethical Design

Ethical AI, Ethical Design, ETUNC Insights, Governance, Multi-Agent Systems

Judgment-Quality AI Orchestration

James Wm Frank / November 18, 2025

Introduction The global research community continues its rapid advance toward governed, orchestrated, and interpretable AI ecosystems, signaling an unmistakable shift […]

AI Alignment, AI Architecture, AI Ethics, Ethical AI, Ethical Design, ETUNC Insights

From Agents to Accountability: The New Frontier in Verifiable, Ethical Intelligence

James Wm Frank / October 27, 2025

Introduction Between October 13 and 27 2025, a surge of high-impact research signaled a decisive transition in AI: from single-model

Ethical AI, Ethical Design, ETUNC Insights, Hybrid Reasoning, Multi-Agent Systems

Judgment-Quality AI: Orchestration and Compliance in the Era of Ethical Intelligence

James Wm Frank / October 18, 2025

Introduction AI is evolving from models that think fast to systems that reason well.This week’s ETUNC Research Dive (October 13