Korea to Launch 'K Labor Council' Supporting 2.1 Million Platform Freelancers

*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 selects and provides six customized news items by reader type.

1. Supporting 2.1 Million Platform Freelancers…'K Labor Council' Established for Welfare and Education Support

Key Summary: The Ministry of Employment and Labor is pushing to establish a K Labor Council to provide dedicated support for non-standard labor providers such as platform workers and freelancers, with a plan to begin operations as early as 2028 and grow it into an institution with at least 2.1 million members managing a mutual aid fund worth 1 trillion won. It will operate as a self-help mutual aid system similar to the Construction Workers Mutual Aid Association, and will also serve to deliver scattered support policies through a single channel. The ministry plans to prepare an establishment roadmap in the second half of this year and, following passage of related legislation next year, aims to launch in 2028. Since this creates a safety net similar to employment insurance for young people who choose freelance or platform work after graduation, it is cited as an institutional trend worth noting for job seekers considering non-standard career paths.

2. Temporary Easing of Newlywed Mortgage Income Criteria…200,000 Youth Jobs to Be Created

Key Summary: The government announced its youth policy direction to create a total of 200,000 youth jobs—100,000 each in the private and public sectors—by 2030, and to train more than 200,000 young specialists in the AI, semiconductor and green transformation (GX) fields. The measures respond to a situation in which the youth employment rate fell from 46.1% in 2024 to 43.8% in May this year, while the number of youth "at rest" remains in the 400,000 range. The youth ISA, scheduled for introduction next year, is an asset-building support measure that takes into account the reality that the average net assets of households aged 39 or younger fall short of even half the overall average. A temporary special provision for calculating income for newlywed mortgages will also be pursued to ease the so-called "marriage penalty." Various forms of support—including hiring-linked work experience, expanded integrated employment tax credits, and the fostering of 100,000 young entrepreneurs—are being pursued simultaneously, and the range of programs available to job seekers is expected to broaden.

3. Government Creates 'Future Response Fund'…Aims to Seize '80-Quadrillion-Won' Physical AI Market

Key Summary: The government plans to create a Future Response Fund using next year's tax revenue increase and to prioritize financing for three mega-projects—semiconductors, AI data centers and physical AI—while expanding domestic AI data center capacity to 8.4GW by 2029 and 18.4GW by 2035, drawing in private investment of about 550 trillion won. Physical AI is a technology in which physical devices such as robots, autonomous vehicles and factory equipment recognize and judge their environment and carry out actions; Morgan Stanley estimates the potential market at approximately 80 quadrillion won. The government will begin developing core technology for a "world model" that learns how the real world operates starting this year, and plans to develop a general-purpose physical AI foundation model by bringing together the industry-academia-research capabilities of North Jeolla and South Gyeongsang provinces. Analysts say that as the spread of physical AI accelerates across all industries—including manufacturing, defense, logistics, agriculture and care services—demand for technical personnel in the field will also expand rapidly.

4. Turning 120,000 at Partner Firms into Chip Talent…"CSR Is Samsung's Condition for Survival"

Key Summary: As of the end of June, Samsung Electronics' (005930.KS) Win-Win Cooperation Academy had provided specialized training in semiconductor processes, AI technology, big data and leadership to 118,861 executives and employees at 1,295 partner companies, and the cumulative number of graduates is expected to surpass 120,000 within this month. Graduates are growing into key personnel supporting the Yongin and Gwangju semiconductor clusters that Samsung Electronics is pursuing. The Environmental Safety Academy has provided training using advanced technologies such as VR and digital twins to 7,631 partner companies, and it has been confirmed that more than 10,000 young people have found jobs through SSAFY over the past seven years. Analysts say the trend of a large-company-centered talent development ecosystem expanding to partner firms and young people is an industry structural change worth noting for job seekers targeting employment in the semiconductor and AI fields.

5. Finding LLM Vulnerabilities and Optimizing…Naver Proves 'AI Competitiveness'

Key Summary: Team Naver's red-teaming research on detecting LLM vulnerabilities was selected as a spotlight paper—an honor given to only about 2.2% of all accepted papers—at ICML 2026, a world-class machine learning conference, with a total of six papers accepted. The spotlight-selected "Stable GFlowNet" is a technology that structurally resolves the training instability and repetition of similar patterns in existing red-teaming methods, enabling verification of vulnerabilities across a wider variety of scenarios before LLM deployment. Also unveiled were the model merging technique "Semerge," the AI agent workflow automation technology "Flowbot," and a 3D scene reconstruction technology based on single-camera footage. Analysts interpret that as domestic big tech's research capabilities in AI safety, agent operation and 3D spatial understanding are evaluated at a global level, industry expectations for personnel in related roles are rising.

6. Opening Up Field Tasks and In-House APIs…Solving Future Challenges with Young People

Key Summary: In operating SSAFY, Samsung Group is conducting hands-on projects involving 30 companies including Samsung Electronics, affiliates and outside firms, run in a way that has trainees directly solve actual field tasks. Corporate technology assets are also used for training—for example, the Samsung Health API is opened on a limited basis to trainees, enabling the development of health management services using Galaxy Watch heart rate and activity data. Top-ranking project teams can participate in Samsung's mid-to-long-term future-linked business tasks, and Samsung executives and employees are directly involved as mentors once or twice a week. Analysts say that as SSAFY graduates move on not only to Samsung but also to mid-sized companies, small businesses and startups, its role as a hands-on AI talent development platform is expanding.