The provided text is an extensive article by Greg Twemlow titled "How to Survive When AI Takes Your Job," which outlines the pervasive economic dislocation caused by artificial intelligence, referred to as "the Machine Republic." Twemlow argues that AI-driven job loss is a structural, not an individual, problem and represents an "AI-Supercycle" that fundamentally breaks the historical link between work, tax, and the state. The author offers a framework for individual survival centred on becoming an "Architect of Accountability," which involves practicing Discernment, Sovereignty, and Accountability in an increasingly automated world. Ultimately, the piece encourages readers, especially those recently replaced by AI, to engage in reflective writing and strategic use of AI tools to maintain their sense of self-worth and agency amid systemic change. Read the article.