Your Unified AI Roadmap

Greg Twemlow's article introduces the Adaptive AI Empowerment Framework©, a three-phased (Understand, Uncover, Unlock) system for integrating AI. The framework, structured around the Golden Ratio's principles of balance and growth, aims to empower individuals and organisations in their AI adoption. AI Policy and AI Guidelines for safe and ethical AI use support this. A one-day workshop helps users apply the framework, making AI adoption easier and more effective. Read the article on Medium.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 (™).