AI, Institutions, and the Breaking of the Human Compact

The provided text argues that artificial intelligence is dismantling the traditional social contract that once guided individuals from education into stable adult careers. The author suggests that the speed and efficiency of AI clash with the natural, slower pace of human cognition, leading to a profound sense of personal and institutional disorientation. Consequently, established systems like universities and workplaces must be redesigned to serve as lifelong waypoints for reflection and reorientation rather than one-time gateways. This shift places an unfair burden on families to absorb the economic and psychological shocks of a collapsing vocational path. Ultimately, the source calls for a new compact between society and the individual that prioritises human judgement and dignity over the relentless tempo of machine-driven capitalism. 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 (™).