South Korean President Lee Jae Myung unveiled the country's largest-ever budget on November 2, 2026, proposing 820.9 trillion won in total spending for 2027 — a record 12.8 percent increase from this year. The plan places a heavy emphasis on artificial intelligence, with 21.3 trillion won earmarked for AI megaprojects including semiconductors, physical AI, and AI data centers. The government expects a semiconductor boom to drive higher tax revenue that helps fund the spending.
Within the AI allocation, 4.7 trillion won will go toward frontier AI development and 500 billion won will support physical AI field demonstrations. The government also plans to invest 4.6 trillion won in a sovereign AI model designed to achieve world-leading performance. An additional 13.8 trillion won will target 10 strategic technology fields for future growth. Lee also pledged to train 2,000 specialists in semiconductor design and boost defense spending by 8.2 percent to 73.3 trillion won.
Apple CEO John Ternus, who took the helm at the start of September, pushed back against the industry's rush to build frontier AI models. He said Apple avoids spending heavily on large language models and instead integrates AI into products where it truly benefits users, with a strong focus on privacy and security. Ternus also rejected the idea that AI agents will replace apps in Apple's ecosystem, arguing that good AI integration should be invisible.
Tenstorrent, a RISC-V AI chip company based in Toronto, closed a $1.5 billion Series E funding round on October 19, 2026, reaching a $6.2 billion post-money valuation — more than doubling its $2.6 billion valuation from December 2024. The funding will support production of Galaxy, a 32-chip AI server platform with 23 PFLOPS peak performance. Lead investors include Trace Capital and Innovation X, with ARK Invest and SanDisk also participating.
Investors are growing more cautious about AI spending. Javelin Wealth Management analyst Polka Mishra noted that markets are scrutinizing how AI capital spending is funded and what returns it delivers, pointing to Microsoft and Amazon reporting divergent results as key examples. Lenders and investors have grown pickier about funding AI projects, with concerns over political backlash against data centers and doubts about AI profitability affecting bond issues for major tech companies.
DRAM memory prices have roughly doubled since late 2025 as chip makers prioritize supply for AI data centers over personal computers. PC shipments in Japan fell 30 percent in the April to September period, reflecting the global shift toward AI-focused hardware. Meanwhile, WME joined the New York Times lawsuit against OpenAI, arguing that AI use of creative work should be licensed and compensated. Over two dozen deals worth hundreds of millions were signed between mid-2023 and mid-2024, WME said.
Key Takeaways
- <ul><li>South Korea's 2027 budget proposes 820.9 trillion won in total spending, a record 12.8 percent increase, with 21.3 trillion won dedicated to AI megaprojects including semiconductors, physical AI, and AI data centers.</li><li>The South Korean government plans to invest 4.7 trillion won in frontier AI development and 4.6 trillion won in a sovereign AI model with world-leading performance.</li><li>Apple CEO John Ternus says Apple avoids building frontier AI models and instead integrates AI into products where it benefits users, prioritizing privacy and security.</li><li>Tenstorrent raised $1.5 billion in a Series E round at a $6.2 billion valuation to support production of its Galaxy 32-chip AI server platform.</li><li>Investors are growing more cautious about AI funding, with Microsoft and Amazon reporting divergent results and lenders questioning AI project returns.</li><li>DRAM memory prices have roughly doubled since late 2025 as chip makers prioritize AI data center supply over PC demand, causing PC shipments in Japan to fall 30 percent.</li><li>WME joined the New York Times lawsuit against OpenAI, arguing AI use of creative work should be licensed and compensated.</li><li>South Korea's exports reached $930 billion from January to October, with annual exports of $1 trillion within reach, driven by strong chip demand.</li><li>The South Korean government plans to establish a 160 trillion won Future Fund for youth and regional development alongside its AI push.</li><li>Northstar Security raised $7 million to develop AI-powered cyber risk tools using its Security Context Graph technology.</li></ul>
Lee pledges record investment in AI and future growth engines
President Lee Jae Myung vowed bold investment in AI and future growth industries on November 2, 2026. He spoke at the National Assembly to seek support for the 2027 budget bill. The budget proposes 820.9 trillion won in total spending, the largest ever. The government plans to create a 160 trillion-won Future Fund to support young people and regional development.
Korea to spend 21.3 trillion won on AI in 2027 budget
The South Korean government will invest 21.3 trillion won in AI through three megaprojects. These include semiconductors, physical AI, and AI data centers. The budget also includes 4.7 trillion won for frontier AI development and 500 billion won for physical AI field demonstrations. Additionally, 13.8 trillion won will go toward 10 strategic technology fields for future growth.
Lee vows bold AI investment for South Korea's growth
President Lee Jae Myung pledged bold investment in AI and future growth engine industries on November 2, 2026. He called for bipartisan support for the 2027 budget bill at the National Assembly. The budget totals 820.9 trillion won, a 12.8 percent increase from this year. The government will inject 21.3 trillion won into three megaprojects and 4.6 trillion won into a sovereign AI model.
Lee Jae Myung vows bold AI investment in 2027 budget
President Lee Jae Myung urged bipartisan support for an 820.9 trillion won budget featuring heavy AI investment. The spending represents a 12.8 percent increase, the biggest annual growth on record. The government submitted the bill in September, expecting higher tax revenue from a semiconductor boom. Lee emphasized bold investment in AI as key to boosting economic growth potential.
South Korea's Lee vows bold AI investment in record budget
South Korean President Lee Jae Myung vowed on November 2, 2026 to invest 21.3 trillion won in AI, a record high. He also announced plans to establish a new AI research institute. The push aims to raise South Korea's economic growth rate, which has been around 2 percent for the past decade. The investment is meant to create new jobs and opportunities.
South Korea plans record budget with bold AI spending
South Korea's President Lee Jae Myung proposed a record 12.8% increase in government spending to 820.9 trillion won for next year. The plan includes 21.3 trillion won for AI, semiconductors, physical AI and AI data centres. The spending is nearly double this year's amount. It aims to strengthen South Korea's tech edge as global AI competition grows.
South Korea to double AI and chip spending in 2027
South Korea will double its spending on AI and semiconductors in 2027 to a record 21.3 trillion won. President Lee Jae Myung said the money will cover data centers, robotics and chipmaking. He also pledged to use AI to make the military a smarter and more elite force. The goal is to boost the economy's growth potential.
South Korea president vows bold AI investment
South Korea's president vowed to invest heavily in AI as the country's economy grows from demand for advanced chips. The government plans to invest 10 trillion won in AI over five years. Samsung Electronics and SK Hynix have seen higher profits from strong chip exports. The goal is to make South Korea a global AI leader by 2030.
Lee vows bold AI investment in record budget
President Lee Jae Myung promised to invest 21.3 trillion won in AI, semiconductors, physical AI and data centres. The budget plan totals 820.9 trillion won for next year. Exports reached 930 billion dollars from January to October and may hit 1 trillion this year. The plan also sets up a Future Response Fund of 162.3 trillion won to support growth and education.
South Korea to pour billions into AI
South Korea will invest 21.3 trillion won in AI and megaprojects like semiconductors and AI data centres. President Lee Jae Myung announced the plan during a budget speech. An extra 4.7 trillion won will go toward frontier AI development. The goal is to build world-leading AI models as a national strategic asset.
South Korea plans record budget with major AI investment push
South Korea President Lee Jae Myung unveiled the country's largest ever budget on Monday, proposing 820.9 trillion won in total spending for 2027. The plan includes 4.7 trillion won for a sovereign AI model with the world's highest performance and 21.3 trillion won for AI, semiconductors and data centers. Lee pledged to train 2,000 specialists in semiconductor design while boosting defense spending by 8.2 percent. The government expects this investment to help South Korea reach 1 trillion dollars in annual exports.
Lee pledges bold AI investment to boost South Korea's growth
President Lee Jae Myung pledged bold investment in AI and future growth engine industries to boost South Korea's economic growth potential. He made the pledge in a speech at the National Assembly calling for bipartisan support for the 2027 budget bill. The government proposed 820.9 trillion won in total spending next year, which is up more than 10 percent from this year. The increase comes from expected tax revenue driven by a semiconductor boom.
South Korea's Lee vows bold AI investment in record budget
South Korean President Lee Jae Myung vowed to invest 21.3 trillion won in AI, semiconductors and data centers, nearly twice this year's amount. The administration proposed increasing government spending by a record 12.8 percent to 820.9 trillion won next year. South Korea's economy has been boosted by demand for advanced chips, with exports surging 93.7 percent in October. Lee said annual exports of 1 trillion dollars are within reach but warned benefits are not being shared evenly.
Lee pledges bold AI investment for growth for all South Koreans
President Lee Jae Myung pledged bold investment in AI to boost South Korea's growth potential and ensure growth for all citizens. The 2027 budget proposes 820.9 trillion won in spending, a 12.8 percent increase from this year. The government plans to inject 21.3 trillion won into semiconductor hubs, data centers and physical AI development. Lee also highlighted an 8.2 percent defense budget increase to 73.3 trillion won and a 160 trillion won Future Fund for youth and regional development.
Apple CEO John Ternus defends company's AI approach
Apple CEO John Ternus said the company does not want to ship AI for AI's sake and prefers adding AI to products with a focus on privacy. He said Apple's approach of avoiding the high cost of building a frontier model will pay off in the long run. Ternus, who became CEO at the beginning of September, also stressed the importance of product security and protecting user information. He does not accept the view that AI agents will replace apps in Apple's ecosystem.
Apple CEO John Ternus Prioritizes Product Quality Over AI Trends
Apple CEO John Ternus said he focuses on building great products rather than copying other tech leaders. He learned from Steve Jobs and Tim Cook during his career at Apple. He stated Apple will use AI only when it truly benefits users. He believes good AI integration should be invisible to users. He also emphasized product security and user privacy as key concerns.
Tenstorrent Raises $1.5 Billion at $6.2 Billion Valuation
Tenstorrent, a RISC-V AI chip company based in Toronto, closed a $1.5 billion Series E funding round on October 19, 2026. The company reached a $6.2 billion post-money valuation, more than doubling its $2.6 billion valuation from December 2024. Lead investors include Trace Capital and Innovation X, with ARK Invest and SanDisk also participating. The funding will support production of Galaxy, a 32-chip AI server platform with 23 PFLOPS peak performance. CEO Jim Keller continues to lead the company.
Product.ai Launches AI Shopping Assistant With Claim Verification
Product.ai is a web-based shopping assistant created by Demand.io, the company behind SimplyCodes. It checks product claims using its Truth Graph knowledge library and provides source citations with verification dates. The tool can recommend against buying a product based on evidence. It offers a public preview and live chat for test team members. MCP and REST API access remain on a waitlist, and pricing has not been confirmed.
BULLPEN Framework Improves LLM Profiling Efficiency
Researchers introduced BULLPEN, a framework for profiling large language models using fewer evaluations. It extends the EmbedLLM method by reading a model's answer text along with correctness data. The system covers 260 open-weight models and includes 20 new task benchmarks on behavior and style. BULLPEN achieves strong accuracy using only 400 questions instead of the full 24,118-question pool. This approach supports behavioral auditing and low-cost model profiling.
Javelin Wealth Management Addresses AI Funding Concerns
Polka Mishra of Javelin Wealth Management commented on a recent market sell-off driven by AI spending concerns. She noted that investors are examining how AI capital spending is funded and what returns it delivers. She pointed to Microsoft and Amazon reporting divergent results as key examples. She emphasized the importance of free cash flow and strong core business performance for companies investing in AI.
Northstar Security secures $7m for AI cyber risk tools
Northstar Security raised $7 million led by Wing Venture Capital. The company uses AI agents to find and fix hidden cyber risks. Its Security Context Graph links assets, identities and vulnerabilities together. The funding will go toward product development, hiring and scaling operations.
Lenders and investors grow pickier on AI funding
Lenders and investors are becoming more cautious about funding AI projects. Concerns include political backlash against data centers and doubts about AI profits. This shift signals a new phase in the AI buildout. Major tech companies are feeling the impact on bond issues.
WME backs licensing AI content in Times copyright fight
WME joined the New York Times lawsuit against OpenAI. The agency argues AI use of creative work should be licensed and compensated. WME said over two dozen deals worth hundreds of millions were signed between mid-2023 and mid-2024. It is the first major Hollywood agency to enter this legal battle.
DRAM prices double in 2026 as AI demand hits PC supply
DRAM memory prices have roughly doubled since late 2025. Chip makers are prioritizing supply for AI data centers over personal computers. PC shipments in Japan fell 30 percent in the April to September period. This shift reflects growing global demand for AI-focused hardware.
Sources
- Lee vows bold investment in AI, future growth engines to boost growth potential
- Korea to Spend 21.3 Trillion Won on AI in 2027 Budget
- (2nd LD) Lee vows bold investment in AI, future growth engines for 'growth for all'
- Lee Jae Myung vows bold AI investment in South Korea's 2027 budget
- South Korea’s Lee vows to make bold AI investment in record budget push
- South Korea's Lee vows to make bold AI investment in record budget push
- South Korea to double spending on AI and chips in 2027
- South Korea’s president vows to make bold AI investment in record budget push
- Lee Vows to Make Bold AI Investment in Record Budget Push
- South Korea to pour billions into AI
- South Korea targets 'world's highest performance' sovereign AI model in record new budget
- (LEAD) Lee vows bold investment in AI, future growth engines to boost growth potential
- South Korea’s Lee vows to make bold AI investment in record budget push
- (3rd LD) Lee vows bold investment in AI, future growth engines for 'growth for all'
- John Ternus defends Apple’s approach to artificial intelligence
- John Ternus Choose to Focus on Products and AI Rather than Following in the Footsteps of Other Technology CEOs
- Tenstorrent Raises $1.5B at $6.2B Valuation [2026]
- Product.ai – AI Shopping Assistant, Claim Verification & Evidence-Based Advice
- From the Zoo to the BULLPEN: Sample-Efficient LLM Profiling via Multi-Channel Model Embeddings
- AI funding concerns put core business strength in focus: Javelin Wealth Management
- Northstar Security raises $7m to put AI agents on risk duty
- Lenders, investors becoming choosier with investments in AI, WSJ says
- WME Joins New York Times Copyright Battle Again OpenAI
- DRAM prices double in 2026 as AI focus squeezes PC makers
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