Living Through a Civilisational Rupture

Greg Twemlow argues that the rapid rise of artificial intelligence is dismantling the traditional "moat" that once protected knowledge workers, rendering many established career paths obsolete. This shift is causing a profound social inversion where the market now prizes high-level human judgment and discernment over the technical execution and cognitive labor that AI can perform more cheaply. Consequently, the linear life-script—moving predictably from education to stable employment—has fundamentally broken, leaving recent graduates and experienced professionals alike facing a precarious economic vacuum. Institutions such as universities remain stuck in a bygone industrial rhythm, failing to prepare individuals for a world that now demands radical self-authorship and earlier intellectual independence. Ultimately, Twemlow suggests that we are entering a human crisis where individuals must learn to navigate an asynchronous reality without the structural safety nets of the past. Read the first essay.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 (™).