Context & Critique Studio Framework

The Context & Critique Studio™ is a structured framework designed by Greg Twemlow to safeguard human judgment in an era of rapid AI-generated output. It establishes a disciplined, iterative cycle where decisions are framed, contextualised, and rigorously critiqued to ensure that reasoning is thoroughly examined rather than just automated. At the heart of this process is the Discerner Architect™, a human professional who interprets critiques and takes moral responsibility for the final outcome. The protocol produces a Discerner Architect Record™, which documents the evolution of a decision to make the underlying logic visible and teachable. Ultimately, the system serves to prevent the risk of humans blindly approving machine-driven suggestions without genuine discernment. This framework applies to any high-stakes scenario where the quality of a decision is more vital than the speed of its execution. 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 (™).