The Friction of Meaning

In this article, Greg Twemlow explores the tension between automated efficiency and authentic human insight within the landscape of generative artificial intelligence. Drawing on Jerome Bruner’s metaphors, the author argues that the instantaneous nature of AI threatens to bypass the essential mental struggle required for deep understanding and creative breakthrough. To combat this, he proposes the Context & Critique Rule™, a cognitive discipline designed to reintroduce necessary friction into the creative process. By intentionally slowing down to interrogate machine-generated results, individuals can move beyond superficial completion toward genuine revelation. Ultimately, the text asserts that human dignity in a digital age is defined by our commitment to rigorous judgment rather than mere speed. This framework serves as both a defence of intellectual sovereignty and a method for proving human value in an increasingly automated economy. 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 (™).