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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.
Cold Wave Peaks Today With -19°C Perceived
Chosun Ilbo | English | News | Jan. 23, 2026 | Extreme Weather Events
On January 22, the cold wave in South Korea is expected to peak, marking the coldest day of the winter so far, with Seoul experiencing a morning temperature of minus 13 degrees Celsius and a perceived temperature of minus 19 degrees Celsius. The Korea Meteorological Administration attributes this to a cut-off low-pressure system—a mass of Arctic cold air at minus 35 degrees Celsius—moving southward. Morning temperatures are forecasted between minus 19 and minus 5 degrees Celsius, with daytime highs ranging from minus 7 to 2 degrees Celsius. Strong winds will cause perceived temperatures to be 5 to 10 degrees lower than actual measurements.
Since January, cold waves with temperatures below minus 10 degrees Celsius have become more frequent in Seoul. On the 21st, the city's lowest temperature reached minus 12.2 degrees Celsius, with a perceived temperature of minus 17.9 degrees Celsius. Seoul has had five days this month with temperatures below minus 10 degrees Celsius, and the forecast predicts at least four more such days by the end of January, totaling nine days—roughly one cold wave every three days. Nationwide impacts include frozen seawater observed at Dadaepo Beach in Busan.
Despite global warming leading to milder winters over the past five years, this January has seen an intensification of cold waves due to frequent cut-off low-pressure systems. The weakening jet stream, influenced by global warming, allows Arctic cold air to escape more often. Unlike typical winters dominated by Siberian high-pressure systems at around minus 15 degrees Celsius, this winter has seen more frequent exposure to colder air masses near minus 35 degrees Celsius. Additionally, an unusual persistent high-pressure system east of Korea since January 20 has sustained cold northwesterly winds, prolonging the cold wave. This high-pressure "wall" is expected to maintain the cold conditions for about six days until the weekend.
Korea’s financial regulators mull allowing single-stock leveraged ETFs to ease won pressure
Joongang Ilbo | English | News | Jan. 23, 2026 | Regulation
Korea’s financial regulators are considering permitting leveraged exchange-traded funds (ETFs) tied to individual stocks like Samsung Electronics and SK hynix to address capital outflows and reduce pressure on the won. This review is focused exclusively on single-stock leveraged ETFs and does not extend to increasing leverage limits on index-based ETFs beyond the current 2x restriction. Currently, regulations prevent single-stock leveraged ETFs by capping the weight of any single stock at 30 percent, meaning domestic launch of such products would be a first if approved.
The move follows concerns raised after 2x leveraged ETFs linked to Samsung Electronics and SK hynix were listed in Hong Kong last year, resulting in significant domestic capital outflows as Korean investors accessed these products overseas. Korean retail holdings of U.S. stocks have surged to $171.9 billion by January 2026, nearly quadrupling since 2022, with substantial investments in leveraged ETFs unavailable in Korea, including 3x leveraged Nasdaq-100 products and 2x leveraged single-stock ETFs like those tracking Tesla.
Critics warn that leveraged ETFs carry high risks due to negative compounding effects, where losses can exceed those of the underlying assets during volatility, posing a danger especially to retail investors who form a significant share of the Korean market. Experts caution that loosening these rules may increase speculation, short-term trading, and market volatility, potentially worsening the "Korea discount," or undervaluation of Korean stocks compared to global peers.
Some economists argue that regulatory intervention aimed at exchange-rate stability through such ETF policy changes provides only short-term relief. They suggest focusing on managing excessive daily volatility and promoting long-term investment incentives rather than facilitating leveraged ETF usage, which could amplify instability in the market.
Gwangju named Korea's first citywide autonomous driving test zone to challenge U.S., China leads
Joongang Ilbo | English | News | Jan. 23, 2026 | UndeterminedTech Development/Adoption
Gwangju Metropolitan City has been designated as South Korea's first citywide autonomous driving test zone to accelerate AI-powered vehicle development and close the technology gap with the United States and China. The Ministry of Land, Infrastructure and Transport announced that about 200 self-driving vehicles will operate on public roads across Gwangju starting in the second half of 2026. This initiative is part of a broader economic growth strategy aimed at boosting the country's competitiveness in autonomous driving by utilizing the entire city as a large-scale testing environment, similar to trials in San Francisco and Wuhan.
The government plans to appoint the Korea Automobile Testing and Research Institute to manage the program and will select about three autonomous driving companies through an open call by April. These companies will receive test vehicles based on their technical capabilities, beginning with autonomous driving accompanied by safety drivers and moving toward fully driverless operations after annual reviews. A standardized system will collect and preprocess driving data to train AI, with support for large-scale GPU-based training at the national AI data center. Additional measures include remote monitoring, safety management systems, and a specialized insurance product to mitigate compensation risks from accidents during testing.
South Korea has already implemented advanced regulatory frameworks, including safety standards for Level 3 conditional automation and performance certification for Level 4 automation, but has been limited to smaller testing zones until now. Officials emphasized that larger-scale real-road testing is essential for AI systems that learn from extensive data and make independent driving decisions. Land Minister Kim Yun-duk noted the urgent need to catch up with global leaders, characterizing Korea's current autonomous driving technology level as elementary compared to more mature development in the U.S. and China.
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