When Fast Is Not Enough: Why You Need a Discerner Architect©

Greg Twemlow's article proposes the concept of a Discerner Architect©, a key professional role responsible for integrating ethical considerations into system design. The author argues that because systems inherently transmit values, ethical discernment is a critical design skill, not merely an intuitive process. The article suggests that the accelerated pace of development due to AI technology creates an unprecedented opportunity to prioritize ethical reflection alongside rapid deployment. Four practical methods define this role: intentional friction, ethical layering, narrative awareness, and revisability by design, emphasizing that discernment is a continuous cycle, not a one-off event. Read the article.About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).