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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.
SK Innovation brings KHNP into TerraPower SMR alliance
Korea Herald | English | News | Jan. 23, 2026 | UndeterminedBizdev-Partnering
SK Innovation has sold part of its stake in US-based small modular reactor (SMR) developer TerraPower to Korea Hydro & Nuclear Power (KHNP), marking KHNP’s first entry into a global SMR alliance. KHNP received approval from the Committee on Foreign Investment in the United States in December, enabling the investment. SK Innovation, which initially invested 367.5 billion won ($250 million) in TerraPower in August 2022 alongside SK Inc., remains the second-largest shareholder after the partial sale.
TerraPower is developing a commercial SMR plant in Wyoming using its proprietary Natrium technology, a sodium-cooled reactor system designed to flexibly adjust power output to meet demand. The partnership between SK Innovation, TerraPower, and KHNP aims to enhance cooperation on SMR projects in the US and other international markets, with plans to formalize business agreements within the year.
The collaboration comes amid rising demand for stable, large-scale power sources driven by the expansion of artificial intelligence and data center infrastructure. SMRs are gaining traction for their modular design, scalability, and ability to provide continuous power. SK Innovation plans to support the Wyoming project and promote overseas expansion and localization of key materials through this strengthened alliance.
Doomed from the start? Why Seoul dropped its foreign caregiver initiative.
Joongang Ilbo | English | News | Jan. 23, 2026 | UndeterminedInitiative
Seoul has discontinued its foreign caregiver pilot program launched in August 2024 due to ongoing controversies surrounding wages, working conditions, and legal protections for the recruited Filipino caregivers. The initiative aimed to address a shortage of child care workers caused by Korea’s low birthrate and to reduce child care costs while supporting women’s workforce participation. However, the program faced immediate challenges, including absenteeism by some caregivers, high service fees for families, and labor rights concerns amid ambiguous job definitions and visa constraints.
Caregivers in the program earned approximately half the average Korean monthly wage, with significant deductions leaving take-home pay low despite high costs charged to households. The program’s structure involved multiple stakeholders, including government bodies and private platform companies, which weakened worker protections, fostered rigid management controls, and contributed to dissatisfaction among caregivers. The E-9 visa system restricted workers’ employer mobility and residency security, exacerbating vulnerabilities inherent in the pilot.
The initiative revealed deeper systemic issues in Korea’s approach to migrant labor and care work, including fragmented oversight across ministries and undervaluation of caregiving jobs. Experts highlighted that improving domestic working conditions might better address caregiver shortages. Despite ongoing demand for child care, program critics argue that without coordinated reforms to labor policies and residency rights, integrating foreign caregivers effectively remains unlikely.
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