Economy & Business

Korean firms facing scarce AI capability can build workers, recruit internationally, place tasks remotely, or move activities closer to talent. Each option has different costs, delays, knowledge-transfer effects, and implications for Korea’s industrial base. National talent policy should recognize firm location and task location as alternatives to physical immigration. The Korean Policy Question The usual policy debate offers Korea two choices: train more domestic workers or attract more foreign ones

Skilled workers cluster in Seoul because dense labor markets, knowledge spillovers, institutions, and career options reinforce one another. Relocation incentives cannot reproduce an ecosystem when firms, universities, investors, and professional networks remain geographically separated. Regional policy should build specialized capability systems rather than imitate the capital at reduced scale. The Korean Policy Question Korea’s metropolitan concentration is often discussed as a housing, demographic,

Opportunity in Korea depends not only on capability but on access to information, recommendations, and trusted professional networks. Networks can reduce matching costs and transmit tacit knowledge, while also reproducing exclusion unrelated to productive ability. Policy should make opportunity channels more legible without pretending that social capital can be abolished. The Korean Policy Question Korea’s formal recruitment systems coexist with dense informal channels organized around universities,

Korea’s AI talent debate counts graduates and vacancies more readily than productive capability. Skills create value only when workers are matched to suitable tasks and supported by data, authority, and capable institutions. A talent policy that expands supply without repairing deployment can enlarge credentials while leaving productivity unchanged. The Korean Policy Question Korea combines high educational attainment, extensive digital infrastructure, and persistent employer claims of scarce AI tale

AI can raise the productivity of some Korean professionals while weakening entry routes and routine roles elsewhere. The distributional effect depends on task structure, supervisory capacity, firm organization, and access to learning—not adoption alone. Korea needs transition indicators that reveal displacement, degraded career ladders, and concentrated gains before aggregate productivity responds. The Sequence of the Labor-Market Shock