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Intelligence for Better Decision Making
| Domain | Causal Chain | Possible Outcome |
|---|---|---|
| Macroeconomics & Growth | (Semiconductor export boom ↑ → Terms-of-trade index ↑ → Current-account balance (% GDP) ↑ → Potential GDP growth revision ↑ → Real GDP growth ↑) | The enhanced terms of trade and external surpluses will underpin upward revisions to potential output and drive stronger real GDP growth. |
| Macroeconomics & Growth | (Memory chip price surge ↑ → Import-price pass-through ↑ → Headline CPI/Core CPI ↑ → Inflation volatility ↑ → Inflation-targeting credibility ↓) | Rising import-price pass-through and inflation volatility may erode confidence in the central bank’s ability to keep inflation near its 2 percent target. |
| Competitiveness | (Semiconductor export boom ↑ → Trade-openness & preferential access ↑ → Real export market-share change ↑ → High-value-added export share ↑ → Total-factor productivity level vs frontier ↑) | Greater preferential access and high-value trade gains will accelerate productivity convergence toward the global frontier. |
| Macroeconomics & Growth | (DRAM price surge–driven profits ↑ → Capital-formation rate ↑ → Business fixed-investment growth deviation ↑ → Private fixed-investment growth ↑ → Potential GDP growth revision ↑) | Surging profits will finance elevated business investment, prompting analysts to hike potential GDP growth estimates. |
| Macroeconomics & Growth | (Memory chip price surge ↑ → Global-value-chain reconfiguration velocity ↑ → FDI net inflow (% GDP) ↑ → Foreign-owned green-field project count ↑) | Accelerated value-chain shifts will draw substantial FDI and increase foreign-owned greenfield semiconductor projects. |
| Firms | (South Korean PPI inflation ↑ → Supply-chain restructuring cadence ↑ → Supplier-delivery-times index ↓ → End-to-end supply-chain lead-time deviation ↓ → Capacity-utilisation in manufacturing ↑) | Faster supply-chain restructuring and reduced lead-time variability will boost manufacturing capacity utilization. |
| Technology & Innovation | (Strategic-sector export risk ↑ → Dual-use export-control restrictiveness ↑ → Semiconductor fab utilisation rate ↓ → AI inference cost index shift ↑ → AI adoption GDP uplift ↓) | Tighter export controls will reduce fab utilization, raise AI inference costs, and dampen AI-driven GDP gains. |
Erudite Risk takes an all risks approach to intelligence reporting. We categorize key intelligence into one of 40 different risk intelligence categories.
The goal is to provide intelligence that allows decision makers to avoid being blindsided by what they may have missed, while informing them to make better decisions as well.
Erudite Risk also includes operations categories so you can monitor the environment for better decision making. Everything is tied together--what happens in risk affects operations and what happens in the market impacts risk profiles.
We categorize key intelligence into one of 30 different operations intelligence categories.
Different roles and functions within the organization can monitor different key issue areas. HR may monitor employment, wages, regulations, labor and management relations, etc., while P&L leaders may monitor overall developing trends.
S. Korea becomes 1st nation to enact comprehensive law on safe AI usage
Yonhap | English | News | Jan. 23, 2026 | Regulation
South Korea has become the first country in the world to enact a comprehensive law regulating the safe use of artificial intelligence (AI). The Basic Act on the Development of Artificial Intelligence and the Establishment of a Foundation for Trustworthiness, or AI Basic Act, took effect on January 22, 2026. The law establishes a regulatory framework aimed at combating misinformation and other harmful effects related to AI.
The act introduces the concept of "high-risk AI," which includes AI models used in areas critical to users' daily lives and safety, such as employment, loan reviews, and medical advice. Companies utilizing high-risk AI must notify users of AI involvement and ensure safety. Additionally, all AI-generated content must carry watermarks to indicate its AI origin as a safeguard against abuses like deepfake content.
Global AI service providers with significant business in South Korea—defined as having annual global revenue of 1 trillion won (US$681 million) or more, domestic sales exceeding 10 billion won, or at least one million daily users—must designate a local representative. OpenAI and Google currently meet these criteria. The law allows for fines up to 30 million won for violations, but a one-year grace period will be observed before penalties are enforced to allow businesses to adjust.
The act also tasks the science minister with promoting the AI sector and requires the presentation of a policy blueprint every three years to guide industry development.
Labor Market Imbalances and Immigration Policies
Korea Institute for International Economic Policy | English | AcademicThink | Jan. 23, 2026 | UndeterminedEmployment
South Korea is experiencing rapid demographic decline due to ultra-low fertility and accelerated aging, with its population projected to fall below 40 million by 2065. This demographic shift is intensifying labor market imbalances, with labor shortages expected to grow significantly across various sectors such as ICT services, healthcare, logistics, hospitality, and agriculture. Geopolitical tensions and technological advancements have further exacerbated these shortages, especially in high-tech industries. As a result, attracting foreign labor, both skilled and unskilled, is increasingly considered essential to alleviate workforce gaps, although challenges related to immigration policy rigidity and social consequences remain.
Empirical analysis of the European Union’s free labor movement regime revealed that increasing the share of immigrants reduces labor market tightness, with a 1 percentage point rise in immigrant share leading to a 10% decrease in labor market tightness. Low-skilled immigrants contributed to short-term employment increases, while high-skilled immigrants supported long-term growth in services. Some short-term adverse effects, including increased unemployment among low-skilled natives, were also observed. A parallel analysis of Korea’s expanded Employment Permit System (EPS), which increased foreign labor especially post-COVID, showed a reduction in labor shortages with a lag of about one year. However, no improvements in labor productivity were detected, indicating a need for policy adjustments such as allowing longer-term stays for foreign workers.
Policy recommendations include refining labor shortage assessments with more detailed, sector-specific data and improving immigration data integration for better policy analysis. Visa frameworks should be simplified into tier-based categories to enhance flexibility and support longer-term labor participation with pathways to settlement. Enhanced job matching through digital platforms and AI tools, along with stronger governance to prevent unfair practices, is advised. Finally, strengthening stay management and training systems for foreign workers—through digitalized monitoring, language instruction, vocational education, and workplace safety training—is recommended to improve productivity and workplace integration.
Regulator slaps $183.7M fine on 4 major banks over alleged loan ratio collusion
Joongang Ilbo | English | News | Jan. 23, 2026 | Regulatory Enforcement Actions
South Korea's Fair Trade Commission (FTC) has fined four major commercial banks—Shinhan Bank, Woori Bank, Hana Bank, and KB Kookmin Bank—a total of 272 billion won ($183.7 million) for allegedly colluding on loan-to-value (LTV) ratios in real estate lending. The banks exchanged internal documents related to LTV ratios and coordinated lending limits from March 2022 to March 2024, restricting competition in the mortgage loan market.
The FTC estimated that the collusion helped the banks generate approximately 6.8 trillion won in interest earnings by reducing uncertainty about competitors’ strategies and avoiding competition on LTV ratios. These four banks collectively hold about 60 percent of South Korea’s real estate mortgage loan market, limiting consumer choice and affecting lending conditions.
The collusion particularly harmed small and midsize enterprises and small business owners, who often have lower credit ratings and rely heavily on secured loans. The case is notable as the first enforcement under a revised fair trade law effective December 30, 2021, which prohibits anticompetitive collusion involving the exchange of sensitive business information.
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