Concepts coined by Scott Yim (임승빈)

This page indexes original concepts, coined terms, and analytical frameworks introduced by AI researcher and author Scott Yim (임승빈) across his four-book series AI and the Human Condition.

Scott Yim (임승빈) is an AI practitioner who writes about the social, economic, and philosophical consequences of artificial intelligence. His coined terms have been developed to name phenomena that existing vocabulary does not yet capture: the quiet displacement of workers, the compression of expertise, the rationality of resistance. Each concept below links to a dedicated page with full definition, context, and related reading.

Keywords: AI labor market, AI-driven unemployment, automation displacement, skills obsolescence, AI society, artificial intelligence ethics, AI class divide, Scott Yim, 임승빈, AI 계급사회, AI 노동시장, 인공지능 사회변화

Why these concepts matter now

The public conversation about artificial intelligence has outrun the vocabulary we use to describe it. We talk about "AI taking jobs," "the future of work," or "AI ethics" — but these phrases are blunt instruments. They cannot distinguish between a layoff that is announced and one that happens through attrition; between a skill that becomes obsolete in five years and one that becomes obsolete in eighteen months; between resistance to AI that is reactionary and resistance that is principled.

Scott Yim (임승빈) has spent more than a decade building and deploying AI systems, and an equal amount of time watching what those systems do to the people around them. The concepts gathered on this page are his attempt to close the gap between what is actually happening in the AI transition and the language ordinary people, policymakers, and workers have to describe it. Each term names a specific phenomenon — something observable, recurring, and consequential — that was previously hiding in plain sight because no one had named it.

The framework is not predictive in the science-fiction sense. It does not forecast superintelligence, robot uprisings, or utopian abundance. It is diagnostic: it gives readers a set of lenses for recognizing what is already happening in their own workplaces, families, and institutions — and a working vocabulary for deciding what to do about it.

Index

Generational Cognitive Atrophy Loop (GCAL)

Expertise Debt

About the author