Greg Twemlow's article, The Discernment Cycle, introduces a structured, repeatable process for maintaining ethical integrity in system design beyond the initial launch. It highlights the danger of viewing a system as "done" from an ethical standpoint and advocates for a framework of Designing for Return, where intentional reflection and revision are built into the development lifecycle. The author defines five key phases of this cycle – Intention, Design & Dialogue, Action & Release, Reflection & Consequence, and Revision & Recommitment – and argues that the Discerner Architect is the crucial figure responsible for holding and guiding this ethical rhythm. The text asserts that ethical systems don't stay ethical by default but require continuous stewardship through this cycle to prevent ethical drift. 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 (™).
