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


News
Media
296

Government
Releases
27

City/State
Releases
32

Embassy
Releases
0
Foreign
Service
Advisories
0
Academic/
Think
Tank
5


Podcasts
0


Videos
0

Social
Media
0

Business
Releases
1

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.

Risk Categories Reported on Today

Risk Category
Items Reported On
Crime
4
Corporate Corruption or Fraud
5
Political Scandal or Corruption
10
Regulation
17
North Korea
9
Geopolitical Conflict and Disputes
5
Cyber Attacks and Data Loss
5
Protest, Demonstration, Dissent
4
Privacy
7
IP Protection
1
Climate Change
4
Accidents
2
Supply Chain Issues
1
Epidemics and Pandemics
3
Extreme Weather Events
2

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.

Operations Categories Reported on Today

Operations Category
Items Reported On
Asset Price Change
8
Tech Development/Adoption
20
Operating Results
4
Budgets-Budgeting
10
Supply Chain Issues
1
IP Protection
1
Trade Issues and Numbers
5
Economic Growth
9
Politics and Elections
2
Inflation
2
Employment
1
Demographics
4
Bizdev-Partnering
8
Mergers & Acquisitions
5
Real Estate
6
Wages and Compensation
1
Investor Sentiment
1
Financial System Problems
1
Legal Exposure
2

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.

Hyundai Motor, HD Korea Shipbuilding team up for hydrogen-powered vessel

Yonhap | English | News | Dec. 4, 2025 | UndeterminedBizdev-Partnering

Hyundai Motor Co. has partnered with HD Korea Shipbuilding & Offshore Engineering Co. to develop a hydrogen fuel cell system specifically for vessels. Along with Pusan National University, the three parties signed a memorandum of understanding on December 2, 2025, to collaborate on the development and commercialization of this marine hydrogen fuel cell technology.

Under this partnership, Hyundai will provide hydrogen fuel cells optimized for ships, while HD Korea Shipbuilding will design a hybrid electric propulsion system. Pusan National University will be responsible for conducting assessments and testing of the integrated system. The collaboration aims to apply the technology to eco-friendly vessels, including liquefied hydrogen carriers.

Hyundai Motor emphasized that this cooperation marks a significant step toward achieving carbon neutrality and promoting a sustainable global marine industry. The company aims to establish new standards for future maritime mobility with this initiative.

[Interview] South Korean military provoked North Korea with balloons first, says whistleblower

Hankyoreh - E | English | News | Dec. 4, 2025 | North Korea

A former South Korean soldier from the Defense Psychological Operations Group revealed that South Korea initiated the propaganda balloon launches into North Korea in late 2023, contradicting official claims that North Korea’s trash balloons provoked their actions. The soldier, who served in 2023 and 2024, explained that the unit began actual balloon launches in October 2023 following a Constitutional Court decision that lifted a ban on leaflet distribution. These operations involved launching large, hydrogen-filled balloons carrying leaflets and occasional electronic devices into North Korea, timed carefully according to wind conditions and targeted at strategic locations.

The whistleblower described the launches as secretive, with operations kept hidden even from the Joint Chiefs of Staff and frontline units, causing confusion and endangering South Korean forces due to lack of coordination. Despite risks and internal concerns about provoking North Korea and escalating tensions, the unit continued frequent launches without internal calls for caution. The soldier expressed regret, noting that the propaganda efforts were reckless provocations that escalated tensions and contributed to the subsequent martial law declaration in December 2024. President Lee Jae Myung later halted the loudspeaker broadcasts, leading North Korea to cease theirs as well.

Try the Daily Briefing for your country of choice for two weeks--free of charge and with no obligation.

Have a service or subscription question? We'd be happy to hear from you.

How can we help?
Full Name:
Email Address:
Type of Inquiry:
Country of Interest:

Contact us for a free trial of the Daily Briefing for your country of choice.


We currently cover:
South Korea
Japan
China
Taiwan
Vietnam
India

info@eruditerisk.com

The Daily Briefing is delivered Monday through Thursday via email.

Each day's reports include a combination of:

Takes
Takes are our deep dives into a topic of enduring interest or concern. Takes include copious references to all the media resources we gathered to build them.

Developments
Developments are key issues and incidents being heavily reported on in country. These are the centers of local thought gravity around which everything else revolves.

Risk Media
Summaries and analysis of the most important risk issues reported on in media, arranged by risk category. Learn about risk trends and issues while they are developing--before they blow up.

Ops Media
Summaries and analysis of the most important operational issues reported on in media, arranged by operations category. See what's changing in your market, and what's not.

Government Releases
Government press and data releases on key economic data, regulation, law, intiatives, incidents. Straight from the government's press to your eyes in less than a day.

Embassy and Business Association Releases
Statements and news releases from foreign embassies and business/industry associations, including chambers of commerce.

The Daily Briefing is comprehensive!

The Daily Briefing can run 50-100 pages each day!

Luckily, Erudite Risk tailors every report specifically to you.

Content Filtering
We try hard to ensure that every piece of information included in each day's reports will be of interest to our readers.

To fulfill our goal of comprehensively monitoring the intelligence landscape and also keeping reports readable, we build big reports--then deliver only the information that applies to you.

Each Daily Briefing is a bespoke report matched to your concerns. Tell us what you want in it, or we can match it to your professional needs. It's that easy.