The Climb You Have to Make to Conquer AI

In this article, Greg Twemlow introduces a methodology for effectively using artificial intelligence without sacrificing individual critical thinking. He proposes the Context & Critique Rule, a discipline where users must define their specific intent before engaging with AI and rigorously interrogate the results afterwards. Twemlow argues that while technology offers effortless answers, true understanding requires the human effort of "climbing" to a conclusion rather than being placed there by a machine. He uses the geometric metaphor of a circle to illustrate how personal discipline bends a machine's straight, average output into a finished, authored shape. To demonstrate his commitment, he shares his Sovereign Ethics Blueprint, a personal contract that ensures he remains accountable for every decision. Ultimately, the text serves as a guide for retaining human sovereignty in an era of automated convenience and rapid technological change. 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 (™).