Exhilarating and Terrifying - What the Godfather of AI Missed in His Latest Interview

The provided article by Greg Twemlow discusses the societal implications of artificial intelligence (AI), particularly in the context of capitalism. Twemlow references AI "godfather" Geoffrey Hinton's predictions of widespread job displacement due to AI but argues that Hinton's focus on "rich people" misses the deeper issue: capitalism's inherent drive to replace human labour with cheaper AI for increased profits. The author recounts creating a rubric in 2023 to help "Knowledge Workers" assess their risk of AI replacement and later developed the "GenAI Transition Arch," a nine-block framework designed to help individuals adapt and thrive in an AI-augmented future. Twemlow ultimately asserts that AI itself is not the enemy, but rather the capitalist incentives that weaponise it, encouraging readers to actively navigate this shift and advocate for systems that prioritise human dignity alongside profit. 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 (™).