Greg Twemlow's article discusses Augmented Perception UI (AP-UI), an AI system designed to enhance human perception and decision-making. This system aims to proactively provide insights, fostering a "Founder-Fresh" mindset of constant curiosity and innovation. AP-UI uses the Golden Ratio as a blueprint for balanced growth, ensuring continuous learning and preventing stagnation in individuals and organisations. The system seeks to improve talent retention by creating engaging work environments and assuring future relevance by anticipating changes. While AP-UI provides insights, human accountability remains crucial, with the system designed to be transparent and ethically sound. Ultimately, Twemlow envisions AP-UI as a tool to shape the future of human-AI collaboration. 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 (™).
