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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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EU, CBAM 내년 본격 시행…기업별 대응 전략은 [ESG 키워드 포커스 ⑨]

EU to Fully Implement CBAM Next Year… Corporate Response Strategies [ESG Keyword Focus ⑨]

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

The European Union’s Carbon Border Adjustment Mechanism (CBAM) will be fully implemented starting in 2026. CBAM imposes costs based on the carbon emissions of imported products during their production, making carbon efficiency as important as product quality for trade competitiveness. Since October 2023, importers have been required to report carbon emissions quarterly, and from 2026 they must purchase CBAM certificates priced according to the EU Emissions Trading System (ETS). Initially, the scheme covers six product categories including steel, aluminum, and cement, expanding to chemicals and automobiles by 2030.

In early 2025, the EU introduced the Omnibus package to simplify CBAM’s complexity and enhance reporting and verification procedures. Key changes include raising the exemption threshold to 50 tonnes annually, more flexible deadlines, codification of emission calculation and verification methods, and consolidation of all procedures into a single digital portal from October 2025. This portal enables real-time reporting, certificate submission, and verification uploads, increasing data transparency and administrative efficiency.

Post-2025, CBAM moves from reporting to verification phases, requiring verifiers to meet international standards such as ISO 14065. However, mutual recognition of Korean ETS verifiers remains unresolved, with agreements pending. Companies are advised to focus on developing verifiable data systems rather than immediately choosing verifiers, ensuring carbon data is managed as verifiable system data rather than mere reports.

Corporately, CBAM presents both regulatory challenges and opportunities for industrial transformation. Large companies are focusing on process innovation and data sophistication, exemplified by POSCO’s hydrogen steelmaking and Hyundai Steel’s life-cycle assessment systems. Small and medium enterprises are prioritizing transparent emissions data through standardized metering and shared industry platforms. Moreover, integrating supplier emissions data into a collaborative supply chain structure is becoming critical, as such cooperation establishes a competitive advantage.

Government and private sector support is actively assisting firms in CBAM adaptation. Korean ministries provide subsidies for emissions consulting and certification, while private firms like Deloitte offer integrated digital solutions for emissions calculation, reporting, and verifier collaboration. Together, these efforts aim to shift Korea’s response from simple reporting to data-driven competitiveness, positioning carbon transparency as a driver of industrial innovation and trade advantage under the forthcoming full CBAM implementation.

Car exports set to fall for first time in five years: sources

Yonhap | English | News | Dec. 4, 2025 | UndeterminedTrade Issues and Numbers

South Korea's vehicle exports are projected to decline in 2025 for the first time in five years, with estimates showing a decrease of 2.3-2.6 percent to around 2.71-2.72 million units, down from 2.78 million units in 2024. This would mark the first annual drop since 2020 when the COVID-19 pandemic disrupted global shipments. After falling to 1.88 million units in 2020, exports had steadily rebounded, reaching 2.76 million units in 2023.

The decline is primarily driven by weaker shipments to the United States, which is the largest foreign market for South Korean carmakers. From January to October 2025, about 2.25 million vehicles were exported, with roughly 460,000 units expected in the remaining months. Exports to the U.S. accounted for 49 percent of total exports but fell 7.9 percent year-on-year to 1.1 million units. This decrease followed Hyundai Motor Group's October launch of Hyundai Motor Group Metaplant America (HMGMA), a dedicated U.S. electric vehicle plant whose capacity is planned to increase from 300,000 to 500,000 units.

Despite the U.S. government’s recent reduction of tariffs on Korean vehicles from 25 percent to 15 percent, industry officials anticipate that tariff costs will continue to negatively impact exports. There is concern that Hyundai Motor Group may raise U.S. retail prices to preserve profitability, which could reduce local demand for Hyundai and Kia models and potentially lead to further shipment declines.

2 foreign auto parts manufacturers slapped with combined fine of 35.4 billion won for bid-rigging

Joongang Ilbo | English | News | Dec. 4, 2025 | Corporate Corruption or Fraud

The Korean branches of two foreign auto parts manufacturers, Nifco Korea Inc. and ITW Automotive, have been fined a combined total of 35.4 billion won ($24.1 million) for bid-rigging. The Fair Trade Commission (FTC) imposed the fines and issued corrective orders after determining that the companies colluded in bids for automotive air vent components commissioned by Hyundai Mobis, the parts manufacturing division of Hyundai Motor Co., and CREA Co. over a period of more than seven years.

The investigation found that Nifco Korea, a local branch of Japan-based NIFCO Inc., and ITW Automotive, affiliated with U.S.-based ITW Automotive, colluded in 24 bids between October 2013 and March 2021 to rig bidding processes and allocate orders between themselves, succeeding in 20 cases. During this time, the two companies supplied at least 96.8 percent of Hyundai Mobis' automotive air vent purchases in terms of value.

The FTC has filed complaints with the Supreme Prosecutors Office against both companies, charging them with violations of Korea's Monopoly Regulation and Fair Trade Act.

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