South Korea

Intelligence for Better Decision Making

DeepSeek Unveils Advanced AI Models Challenging Industry Leaders
Dec. 4, 2025 | Technology & Innovation

DeepSeek unveiled its latest AI models designed to rival the leading solutions in artificial intelligence.

**DeepSeek released DeepSeek V3.2 and a high-compute variant, V3.2-Spechiale.**
The company claims the base V3.2 rivals OpenAI’s GPT-5 in overall performance, and that V3.2-Spechiale matches Google DeepMind’s Gemini 3 Pro in inference while outperforming GPT-5 on select benchmarks.

**Moreover, V3.2-Spechiale reportedly achieved “gold medal-level” results at the 2025 International Mathematical Olympiad and the International Olympiad in Informatics—benchmarks previously met only by private models from OpenAI and Google DeepMind.**
These results demonstrate DeepSeek’s capacity to handle advanced mathematical and algorithmic challenges at the highest levels.

**In terms of pricing, DeepSeek charges $0.28 per million input tokens and $0.42 per million output tokens for V3.2-Spechiale.**
By contrast, Gemini 3 Pro’s API fees reach $4 per million input tokens and $18 per million output tokens. This significant price gap positions DeepSeek as a competitive alternative for high-performance AI inference.

**However, DeepSeek admits V3.2-Spechiale requires more tokens than Gemini 3 Pro to produce equivalent outputs, potentially raising service costs and increasing processing latency.**
This inefficiency in token usage could affect customers’ overall spending and throughput when scaling deployments.

**DeepSeek developed V3.2 and V3.2-Spechiale amid US export controls that restrict high-performance GPU sales to China.**
Despite these constraints, the company used fewer floating-point operations (FLOPs) in training than its US peers, indicating progress in training efficiency and model optimization.
SoftWave 2025 Showcases AI Innovation and Industry Strategies in Seoul
Dec. 4, 2025 | Technology & Innovation

Industry leaders and professionals gathered at SoftWave 2025 in Seoul to explore emerging trends in artificial intelligence and software.

**SoftWave 2025 takes place from December 3rd to 5th at COEX in Samseong-dong as the 10th Korea Software Exhibition and Korea’s largest AI and software–focused business event.**
The Electronic Times SoftWave Committee organizes the exhibition, co-sponsored by the Ministry of Science and ICT, the Ministry of Trade, Industry and Energy, NIPA, KOSA and other industry organizations. Approximately 300 companies—including Douzone Bizon, Hancom and TmaxSoft—occupy around 450 booths. A new AI pavilion features over 80 booths under the theme “Artificial Intelligence, the Core Technology to Lead the Future Software Industry,” showcasing domestic AI technologies and institutions alongside joint pavilions by AI and software promotion agencies.

**Building on this exhibition, the second day hosts SoftWave Summit 2025 under the theme “APEC 2025: Global Innovation and Domestic Strategy – Global Tech Leadership and Domestic AI·SW Innovation Strategy.” Government, industry and academic leaders gather to discuss global technology trends and strategies for domestic competitiveness.**
The program includes export consultations, a C-level meet-up, VIP booth tours and a special conference on “Digital Disaster Recovery System Construction Strategy” scheduled for December 4th in COEX Conference Room 401. Organizers anticipate that these sessions will drive business outcomes through cooperation, consultations and policy alignment.

**Kim Hyung-cheol, director of the Software Policy & Research Institute, called for a strategic shift in forecasting, policy and industrial approaches amid US–China technological competition.**
SPRi’s “Future Digital Technology Outlook” and “DaRT 2026” forecasts project a shift from traditional S-curve technology diffusion to a “shark fin” pattern, with weak-signal technologies rapidly evolving into general-purpose technologies. He identified brain–computer interfaces, distributed AI alignment and quantum sensing as ultra-fast-growth areas poised for significant expansion in healthcare, smart homes and gaming. Generative AI has become a baseline general-purpose technology, spawning development-assist tools, while metaverse-related technologies have waned in novelty.

**Lee Kyung-min of IDC described how CIOs must evolve from IT operators to digital orchestrators overseeing organizational redesign in the AI era.**
He noted that organizations now measure AI value across nine metrics—including growth and employee experience—rather than solely speed or cost. IDC forecasts that by 2027 half of all AI applications will stall at the proof-of-concept stage, and Lee recommended expanding enterprise-wide AI teams. He emphasized composite AI and AI agent orchestration frameworks as core technologies driving broader adoption. As enterprises integrate AI into operations, they prioritize job redesign over elimination, creating roles for data-driven practitioners, exception managers and AI ethics experts to embed governance and oversight functions.

**The Ministry of Science and ICT confirmed ongoing efforts to strengthen software policy and support AI-driven opportunities in manufacturing, finance, healthcare and public services.**
Its initiatives focus on building foundations for software-based value creation and facilitating AI applications across industry sectors.

**Industry stakeholders at the “AI Technology Standardization Seminar” hosted by the Korea Artificial Intelligence Industry Association pressed for practical AI standards tailored to manufacturing floors, large language model services and evolving global regulations.**
Representatives from the Korea Telecommunications Technology Association, the Medical Data Standardization Forum and private firms called for consistent definitions of variable names, data collection cycles, schemas and quality metrics. Jang Ha-young of Sseuromind stressed that factory data standardization is essential for predictive maintenance and energy efficiency. Lee Hye-jin of Tibel proposed a dual-layer verification framework combining general-purpose and domain-specific evaluation metrics via platforms like T-Lens. Mo Se-woong of SelectStar pointed to gaps between expanding regulations—such as the EU AI Act, NIST AI RMF and ISO/IEC 42001—and business implementation, and he recommended layered reliability frameworks that tie international and Korean standards to internal risk and quality management systems, supported by automated certification tools like “AI-Master” and “CAT.”

Monitored Intelligence for South Korea - Dec. 4, 2025


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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.

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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.

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이재명 정부 부동산 정책, 조급함이 지나칩니다 [심형석의 부동산정석]

The Real Estate Policy of the Lee Jae-myung Government, Excessive Impatience [Shim Hyung-seok's Real Estate Principles]

Hankyung | Local Language | News | Dec. 4, 2025 | UndeterminedReal Estate

The Lee Jae-myung administration has introduced three rounds of real estate policies within six months, implementing broad regulations more severe than those of the previous Moon Jae-in government. These policies include a uniform loan cap of 600 million won and reduced loan-to-value (LTV) ratios down to 40% in speculative zones, which disproportionately affect households with high incomes but limited assets, as well as low-income non-homeowners who face stricter debt service ratio (DSR) limits and reduced policy loans.

These measures fail to differentiate between genuine homebuyers and investors, infringing on rights related to housing and residence changes. The administration’s approach contrasts with earlier efforts to apply “pinpoint” regulations to specific neighborhoods, which minimize market side effects. Instead, broad and radical policies have been implemented rapidly, leading to unintended consequences.

One major negative impact is the sharp decline in housing listings, particularly in Seoul, where listings fell from about 92,000 to 59,641 by December 1, 2025. This decrease, triggered by expanded regulated zones, reduces supply at a time when new housing supply will be limited until 2028, exacerbating market imbalances. As supply shrinks faster than demand, housing prices have risen, contrary to policy intentions.

The article concludes that excessive government control disrupts the housing market, which requires careful management rather than heavy-handed supervision. Past demand-suppression policies under Moon Jae-in also failed, culminating in sharp price increases in 2021. With widespread regulation now in place, it is uncertain if further effective policy tools remain to stabilize the market.

모든 기업 법인세 1%P 오른다…금융사 교육세는 두 배로

Corporate tax rises 1 percentage point for all companies… financial institutions' education tax doubles

Hankyung | Local Language | News | Dec. 4, 2025 | Regulation

Starting next year, corporate tax rates will increase by 1 percentage point across all company brackets, including small and medium-sized enterprises. The progressive tax rates will rise from 9% to 10% for incomes up to 200 million won, 19% to 20% for 200 million to 20 billion won, 21% to 22% for 20 billion to 300 billion won, and 24% to 25% for over 300 billion won. This change, part of the 2026 budget and tax reform plan approved on December 2nd, aims to raise government revenue by 18.482 trillion won over five years, despite opposition from the People Power Party, which sought to exclude smaller enterprises.

The education tax on financial companies with profits exceeding 1 trillion won will double from 0.5% to 1.0%. Despite industry's requests to use alternative criteria such as total assets or profits, the government maintained the profit threshold as the basis for this tax increase.

Quasi-members of mutual finance institutions like Nonghyup, Shinhyup, Suhyup, and Saemaeul Geumgo who wish to receive tax exemption benefits must now have total wages of 70 million won or less, an increase from the previous 50 million won limit. This adjustment responds to concerns that the tax exemption system had been misused by higher-income groups and that stricter limits could harm local financial institutions and their role in supporting agricultural and fisheries sectors. The reform also includes separate taxation of interest and dividend income for members exceeding the wage threshold, starting at 5% next year and rising to 9% in 2027.

Prices rise 2.4% in November as weak won sends petroleum, food costs soaring

Joongang Ilbo | English | News | Dec. 4, 2025 | UndeterminedInflation

South Korea's consumer prices increased by 2.4 percent in November 2025 compared to the previous year, marking the highest year-on-year rise for 2025 for the second consecutive month. This steady inflation rate matched October's figure and followed a period of slower growth earlier in the year. The weakening of the won against the US dollar significantly contributed to this rise, particularly affecting petroleum prices, which saw a 5.9 percent increase overall. Diesel prices jumped 10.4 percent and gasoline by 5.3 percent, even though global oil prices declined by 11.2 percent. The government’s reduction of fuel tax cuts in November also influenced the price increases.

Food prices, especially for agricultural, livestock, and fisheries products, rose sharply by 5.6 percent in November, the steepest monthly increase since June 2024. Imported fruits such as kiwis and mangoes increased in price by 12 percent and 8.8 percent respectively, while imported beef prices rose 6.8 percent. Seafood products like beltfish, mackerel, and yellow croaker experienced significant price hikes, partly due to a decrease in domestic supply and the weak won. The living necessities index increased by 2.9 percent, driven by a 3.7 percent rise in food prices. Notably, rice prices grew 18.6 percent year-on-year, though at a slower pace than in October, and tangerine prices surged 26.5 percent due to stronger demand and improved quality.

Government officials anticipate continued inflationary pressure from the weak won and higher import costs, particularly affecting petroleum, agricultural, livestock, and seafood products sensitive to exchange rate fluctuations. These rising input costs could also lead to higher prices for processed foods, dining out, and durable goods reliant on imported raw materials. The government pledged to closely monitor the inflation situation and implement measures to stabilize consumer prices moving forward.

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