Seoul National University's AI Expansion Rejected, Rigid System Hampers AX Talent Development

■AI PRISM [Campus News] Korea's Government Budget Dictates University Education Samsung Electronics Recruits Internal Talent for Future Robot Task Force One Team Spends 60 Million Won Monthly…Token Cost Management Begins in Earnest

Finance|
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By Kang Do-won
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null - Seoul Economic Daily Finance News from South Korea

▲AI PRISM* Customized Economic Briefing

*Editor's Note: 'AI PRISM' (Personalized Report & Insight Summarizing Media) is an 'AI-based customized news recommendation and summary service' developed with support from the Korea Press Foundation. It provides six customized news items for each reader type.

[Key Issue Briefing]

■ Call for Paradigm Shift in AI Talent Policy: More than 70 experts convened by the Ministry of Science and ICT identified the cultivation of convergence talent — combining domain-specific knowledge with AI capabilities — as the top priority for preparing for AX. With developer demand turning downward, voices calling for a fundamental restructuring of the existing quantity-focused policy are spreading throughout academia.

■ Samsung Electronics (005930.KS) Accelerates Robot Business Hiring: Samsung Electronics is recruiting new personnel for the hardware and AI groups under its Future Robot Task Force through job postings, accelerating the internalization of robot technology. As the roadmap to expand from manufacturing robots to home and retail sectors becomes more visible, aiming to realize AI-autonomous factories by 2030, demand for related job functions is expected to expand.

■ AI Token Cost Management Emerges as Key Corporate Governance Task: With a case emerging of one team at a Korean company consuming 60 million won worth of tokens per month, analysts say token management is rapidly emerging as a critical element of AI governance. LG CNS has introduced a usage dashboard, while BigValue has developed its own token management AI agent, showing that industry responses are diversifying.

[News of Interest to College Students and Job Seekers]

1. Risk of Missing Golden Time Under Uniform Standards…AX Talent Policy Needs Complete Overhaul

- Key Summary: More than 70 industry-academia-research experts convened by the Ministry of Science and ICT agreed that cultivating convergence talent combining AI capabilities with domain knowledge is the top priority in the AX era. Academic criticism continues that rigid enrollment management systems — exemplified by the rejection of Seoul National University's convergence AI expansion proposal — are blocking universities from autonomously setting educational directions. KAIST's AI College launched in March this year, but only 12 undergraduate students applied out of a quota of 100, exposing the problem of inadequate preparation. From a job seeker's perspective, the ability to combine one's major knowledge with AI — beyond simply acquiring AI technology — will become a key variable for employment competitiveness.

2. Samsung Electronics, Facing 'General Strike Crisis,' Speeds Up Robot Business

- Key Summary: Samsung Electronics is accelerating the internalization of robot technology by recruiting new personnel for the hardware and AI groups under its Future Robot Task Force through job postings. Last year it posted external job openings three times, and this time it has even held online briefings for employees, actively promoting the initiative. Samsung Electronics, which holds Rainbow Robotics (277810.KQ) as a subsidiary, has presented a roadmap to expand from manufacturing robots to home and retail, aiming to realize AI-autonomous factories by 2030. This is interpreted as a signal that large corporate demand for robot-AI convergence positions is beginning in earnest, and industry analysts say entry opportunities are opening for job seekers preparing related capabilities.

3. "One Team Spent 60 Million Won a Month"…Korean Companies Struggle With Token Cost Burden

- Key Summary: Token cost management has emerged as a core task of corporate AI governance, as cases surfaced of an entire team under a CTO at Korean company A consuming 60 million won worth of tokens in one month, with the CTO alone using 10 million won. LG CNS has introduced a dashboard that reprocesses and displays OpenAI usage data, while BigValue has developed and is operating its own AI general affairs agent to manage token costs. With Anthropic, OpenAI, and Google successively adopting token-usage-based pricing, cost optimization strategies are analyzed as variables that will determine AX success or failure. Demand is expected to grow for talent equipped with token efficiency capabilities in addition to AI agent design and operation skills.

4. "We'll Even Set Up Factories and Advanced Equipment"…Big Tech Courts SK hynix (000660.KS)

- Key Summary: Global big tech companies have been confirmed to be launching a courtship offensive worth tens of trillions of won, proposing direct investment in SK hynix's Yongin Cluster No. 1 plant and funding support for ASML EUV equipment purchases. SK hynix's Q1 DRAM ASP surged more than 60% from the previous quarter and NAND flash jumped more than 70%, but the company explains that current production capacity is effectively at "zero." SK hynix appears to have seized the initiative in long-term supply contract negotiations by setting advance payments at approximately 30% of contract value and predetermining price floors and ceilings. As the memory semiconductor supply chain restructuring — a core element of AI infrastructure — accelerates, demand for semiconductor manufacturing, process, and equipment-related positions is expected to continue expanding.

▶ Read the article: "We'll Even Set Up Factories and Advanced Equipment"…Big Tech Courts SK hynix

▶ Read the article: Samsung Labor-Management Talks Resume…'Post-Adjustment' Begins November 11

null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea
null - Seoul Economic Daily Finance News from South Korea

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Original reporting by Kang Do-won for Seoul Economic Daily.

AI-translated from Korean. Quotes from foreign sources are based on Korean-language reports and may not reflect exact original wording.

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