South Korea's power demand set to soar on AI boom South Korean Minister of Climate, Energy and Environment Kim Sung-whan checks data of the Han River Flood Control Office's flood forecasting system in Seoul on Sept. 2. | REUTERS SEOUL - South Korea's demand for power in the coming years is set to surge on plans by chipmakers Samsung Electronics and SK Hynix to expand production and the building of new artificial intelligence data centers, according to the country's energy minister. Those AI-driven power needs alone will lift South Korea's demand for power by 25 to 30 gigawatts, the Minister of Climate, Energy and Environment Kim Sung-whan said in an interview this month. On top of that, the country will also need to contend with increased power demand due to the shift to electric vehicles from gasoline-engine cars and to heating via electricity rather than gas, he added. In a time of both misinformation and too much information, quality journalism is more crucial than ever. By subscribing, you can help us get the story right.

Could robots be the future of theme parks? To play this video you need to enable JavaScript in your browser. Could robots be the future of theme parks? This is Galway Robot Park, a 16,500-square-meter venue that's opened near Seoul in South Korea . The company behind the park says their aim is to bring artificial intelligence and robotics into the world of entertainment.

China sees opportunity in America's recent AI security scares Software made by OpenAI broke free and hacked into another company's computer systems in July. SEOUL - In the United States, recent episodes of powerful artificial intelligence software breaking free and hacking into other computer systems prompted a wave of anxiety and intense debate about how to guard against the risks of AI. But in China, these incidents and the growing capabilities of AI have not caused the same level of alarm. The government already controls many kinds of technology, including AI. The prevailing attitude in the industry has been that the benefits of AI far outweigh the risks. That was exemplified Friday when Z.ai, a Beijing-based AI startup, made public the details of its latest model.

The forty-third International Conference on Machine Learning (ICML) took place in Seoul, South Korea from 6-11 July. We take a look at what the participants got up to during the event. The PC Chairs are presenting the welcome remarks. One of the best conference dinners I've ever had. Try TimeChat-Captioner (at #ICML2026) -- a videoLLM that generates dense, time-aware captions for long videos.

'There's this deep mystery of what, actually, is this thing?': the philosopher inside Google DeepMind AI Since 2017, Iason Gabriel has worked at the tech giant, trying to anticipate - and think through - the impact of AI. But as commercial and geopolitical pressures escalate, can ethicists make any difference? In 2017, a 33-year-old political philosopher named Iason Gabriel was told by a friend that he ought to apply for a job at DeepMind, the London-based subsidiary of Google where much of its AI research was concentrated. The suggestion was not an obvious one. Gabriel was a cheerful but intense junior academic with a passion for Vipassana meditation and what his brother calls "enthusiastic" rock climbing. At the University of Oxford, where he was a fellow at St John's College, Gabriel taught courses on political theory and wrote papers on the moral contortions of "yuppie ethics" and the ethical blind spots of effective altruism. When he wasn't there, he did crisis work for the United Nations Development Programme in Sudan and Lebanon. DeepMind, meanwhile, was the world's leading AI research lab. In part, this was because it had the financial and computational backing of Google, which had bought the company in 2014 for $650m. In part, it was because DeepMind had recently shown it could put those resources to stunning use. In Seoul, in 2016, a DeepMind system called AlphaGo defeated Lee Sedol, a South Korean Go champion, in a five-game match. The victory was significant not least because of Go's legendary complexity; the game has more possible configurations than there are atoms in the universe. Thanks to the fuss around AlphaGo, Gabriel was aware of DeepMind.

South Korea has laid out a sweeping industrial strategy focused on semiconductor chips and artificial intelligence projects as President Lee Jae Myung pledges to cement overwhelming industry leadership with investments of hundreds of billions of dollars over several years. Flanked by the heads of the world's two biggest memory chipmakers, Lee cast the initiative on Monday as a "great leap forward" centred on the "triple axis" of semiconductors, physical AI and data centres. The world's two largest memory chipmakers, Samsung Electronics and SK Hynix, will invest 800 trillion won ($518bn) with suppliers to build two new chip fabrication sites each in South Korea's southwest, Industry Minister Kim Jung-kwan said. Lee said the country's southwestern city of Gwangju and South Jeolla province will also invest 5 trillion to 20 trillion won ($3.2bn to $13bn) in the projects. Kim said a further 81 trillion won ($52.5bn) is expected to be invested for a chip-packaging cluster in the Chungcheong area near Seoul.

South Korea has unveiled plans for about $1tn (£760bn) of investments to build out the country's chip manufacturing and artificial intelligence (AI) capabilities in the coming years. It is part of the country's so-called Three Mega Projects to develop new chip production hubs, data centres and robotics technology. The plan is aimed at rejuvenating the economies of areas outside the capital Seoul, President Lee Jae-myung said on Monday. It comes as regional rivals like Taiwan, China and Japan are investing heavily in chip factories and other technologies as the AI boom pushes up demand for semiconductors. We must secure the core elements of AI faster than any other country, Lee said.

South Korean President Lee Jae Myung delivers a speech on June 25. SEOUL - South Korea is set to unveil three "mega-projects" to fuel its next growth phase, including a new semiconductor hub in the southwest that local media say could attract investments by Samsung and SK spanning hundreds of billions of dollars over several years. The announcement would mark President Lee Jae Myung's boldest push yet to align South Korea's AI and chip ambitions with his pledge to narrow regional disparities and revive economies beyond the Seoul metropolitan area. Lee will preside over the event, framed as a national "great leap" due to be unveiled around 2 p.m., his office said, with ministries covering industry, science, climate and transport set to outline policy support. Samsung Electronics and SK are expected to present investment plans, and their chairmen, Jay Y. Lee and Chey Tae-won, are among business leaders tipped to attend by local media. Representatives of other firms including LG Electronics, HD Hyundai Robotics, Korea Electric Power Corp. and Korea Water Resources Corp. are also attending, Lee's office said.

Detecting distributional differences between two independent samples is a fundamental problem in statistics and machine learning. Nonparametric two-sample testing provides a principled framework for determining whether two samples are drawn from the same underlying distribution, without assuming any specific parametric form for the distribution. In this study, we propose a new two-sample test statistic based on a newly introduced integral probability metric (IPM), using a specially designed parametric discriminator class with a single node of a neural network. We show that the resulting test statistic, called PReLU-IPM, is nonparametric and establish theoretical guarantees for the associated two-sample testing procedure, PReLU-TST, including its consistency and asymptotical equivalence to nonparametric IPM-based tests under regularity conditions. By analyzing multiple simulated and real benchmark datasets, we demonstrate that PReLU-TST achieves higher power across a range of alternatives or performs comparably to its competitors, for finite samples.

Why do South Koreans love AI so much? From eldercare robots to humanoid monks, South Koreans just can't get enough of AI. When I landed in Seoul after a grueling 12-hour flight from San Francisco, I walked through an unmanned immigration checkpoint, where a machine scanned my face and passport. On the subway home, people were glued to their phones (powered by flawless 5G even underground), as we raced past platforms lined with LED screens of ads celebrating K-pop idols ' birthdays. When I got off the station in Gangnam, a cartoon-eyed robot on wheels was waiting patiently at a crosswalk to deliver someone's dinner. Internet cafés dotted the sidewalks, crammed with teenagers playing computer games, maybe hoping to become the next legendary pro gamer .