The provided text is an article excerpt written by Greg Twemlow, titled "Installing Your Future-Ready OS™," which proposes a strategic solution for businesses navigating the challenges of increased output due to generative AI. Twemlow asserts that many teams confuse frantic motion for genuine momentum and are at risk of scaling poor judgment at high velocity. The proposed solution is the Future-Ready OS™, a philosophy and shared internal logic, not a piece of software, designed to create clarity and ethical discipline in the workplace. This system is installed through two distinct pathways: the Sovereign Learning Certificate™ for individuals, which teaches reflexes for framing requests and discerning AI output, and the Future Path Playbook™ for teams, a co-authored strategic plan to align efforts. The ultimate goal of the OS is to transform chaotic activity into compounding, confident results by giving human workers clear accountability and partnership rules with intelligent systems. 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 (™).
