Greg Twemlow's article discusses the urgent need to overhaul education and workforce training in light of Agentic AI. It argues that traditional education models are obsolete and advocates for a shift toward personalised, experiential, and continuous learning. The author introduces the concept of "meta-skills," emphasizing the importance of prompt engineering, AI orchestration, and ethical oversight over traditional domain expertise. Twemlow envisions a future where learning is compressed, modular, and integrated with work through micro-credentials and AI-driven mentorships. Ultimately, the piece calls for a reimagining of life where individuals orchestrate AI capabilities to achieve meaningful outcomes, rather than being passive recipients of technological change. The author proposes a new educational timeline that emphasises creativity, AI literacy, leadership, and lifelong learning to prepare individuals for this new reality. Read the article on Medium.
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 (™).