Episode Details

The provided text, an essay by Greg Twemlow titled "The Rise of a Context-Class Society has Begun," argues that OpenAI’s new Atlas browser represents a profound shift by transforming the internet into a cognitive habitat that remembers and mirrors human thought patterns. This transformation is predicted to create a context-class society, where advantage is determined by one's ability to curate and author meaning within the AI-mediated environment, rather than by traditional measures of wealth. Twemlow contends that traditional education, which focuses on recall and standardisation, is obsolete, calling for a redesign that prioritises discernment, ethical reasoning, and co-authorship with systems like Atlas and the RARE (Retrieval-Augmented Reasoning) paradigm. Ultimately, the essay frames the challenge as spiritual and ethical, advocating for the SPARK (Sovereign Problem Architect for Resilient Knowledge) framework and the Context & Critique Rule™ to ensure human sovereignty and intentionality persist within accelerating automation. 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 (™).