World
A South Korean startup captures workers’ techniques to develop AI brains for robots
SEOUL, South Korea (AP) — His head, chest and hands strapped with body cameras, David Park deftly folded a banquet napkin the way he has thousands of times during his nine years at the five-star Lotte Hotel Seoul. Each of his motions is fed into a database that will one day teach a robot to do the same.
The hotel chain is one of many companies South Korean artificial-intelligence startup RLWRLD (pronounced “real world”) is working with to create an extensive library of human expertise, harvested from skilled workers across industries, to develop AI brains for robots that could be coming to industrial sites and homes.
It collects similar data from logistics workers at CJ, capturing how they grip, lift and handle goods in warehouses, and from staff at a Japanese convenience store chain Lawson, tracking how they organize food displays.
The goal is to build an AI software layer that can work in robots across a range of factories and other work sites in coming years, before potentially expanding into homes. RLWRLD’s engineers say replicating the dexterity of human hands is a key priority, reflecting their views that humanlike machines, or humanoids, will drive the field.
“I’ve been doing this about once a month,” said Park, one of about 10 members of Lotte Hotel’s food and beverages team being wired up to capture their techniques.
After folding the napkin into a tight, layered square, Park wiped wine glasses, knives and forks in a corner of a banquet hall as colleagues prepared for real services nearby. He complained lightly to an engineer that the cameras on his hands felt too tight.
South Korea focuses on physical AI
RLWRLD is among a wave of South Korean high-tech firms and manufacturers competing in the unproven yet fiercely contested global market for “physical AI.” The term refers to machines equipped with AI and sensors that can perceive, decide and act in real-world environments with some degree of autonomy, moving beyond conventional factory robots designed for repetitive tasks.
While it remains unclear whether these machines will fully meet expectations of transforming industries, they are central to South Korea’s ambitions to leverage its semiconductor and manufacturing strengths to become an AI powerhouse. The competition is tough, with U.S. tech giants like Tesla and a flood of Chinese firms pouring billions into humanoids and other AI robots.
Just as chatbots such as ChatGPT and Gemini train on vast troves of internet text, AI robots likewise require extensive data on human action to handle advanced physical tasks. South Koreans may struggle to compete in chatbots, where English language proficiency gives U.S. firms major advantages, but they see a better chance in physical AI, given their deep base of skilled workers in manufacturing and other sectors that could help train robot systems.
Robots are central to South Korea’s AI ambitions
The government last month announced a $33 million project to capture the “instinctive know-how and skills” of “master technicians” into a database for AI-powered manufacturing, hoping robots will boost productivity and offset an aging, shrinking workforce.
RLWRLD, which last week unveiled its robotics foundation model, an AI system for robots, expects industrial AI robots to be deployed at scale sometime around 2028, a timeline shared by major businesses.
Hyundai Motor plans to introduce humanoids built by its robotics unit, Boston Dynamics, at its global factories in coming years, starting with its Georgia plant in 2028. Chip giant Samsung Electronics plans to convert all manufacturing sites into “AI-driven factories” by 2030, with humanoids and task-specific robots across production lines.
“South Korea has a highly developed manufacturing sector and the focus is squarely on humanoids tailored specifically for those industries,” said Billy Choi, a professor at Korea University’s center for Human-Inspired AI Research.
South Korea’s AI push has unsettled labor groups, who fear robots could possibly take jobs and hollow out the skilled workforce long seen as the nation’s competitive edge, the very asset it’s now counting on for its AI transition.
After Hyundai’s union warned in January that robots could trigger an “employment shock,” President Lee Jae Myung issued a rare rebuke, describing AI as an unstoppable “massive cart” and calling for unionists to adapt to changes “coming faster than expected.”
“Mastery of skills is ultimately a human achievement — even if AI can replicate existing abilities, the continuous development of craft will remain fundamentally human,” said Kim Seok, policy director at the Korean Confederation of Trade Unions. He said widespread robot deployments would risk “severing the pipeline” for skilled labor and urged the government and employers to engage with workers over AI to win their buy-in and ease job concerns.
Robots are trained on human behavior
Humanoids developed by U.S. and Chinese companies have displayed impressive physical feats, even long-distance running. But Hyemin Cho, who handles business strategies at RLWRLD, said the ability to perform delicate tasks with hands will determine whether humanoids can be used in diverse industrial settings and homes.
“Capturing motion data in real-world settings is extremely important and the quality of that data matters greatly,” she said.
After converting worker footage into machine-readable data, RLWRLD’s engineers add another layer by repeating those tasks wearing cameras, VR headsets and motion-tracking gloves. That data is used to train test robots, often guided by RLWRLD “pilots” using wearable devices. The process captures fine details such as joint angles and the amount of force applied, said Song Hyun-ji of the company’s robotics team.
One of RLWRLD’s labs occupies a cluttered, 34th-floor suite at Lotte Hotel. Scratched carpets are buried under tangles of wires and computing gear. Poles fitted with infrared laser readers stand in the corners. Beneath a chandelier, a rare trace of the room’s former luxury, a wheeled robot with black, humanlike metal hands moves back and forth with a low mechanical whir.
During a recent demonstration, the robot, guided by engineers, gingerly lifted and placed cups at a minibar, at one point knocking over a dish. The company’s latest test footage shows a more advanced system: a humanoid carefully opening a box, placing a computer mouse inside, closing it and setting it on a conveyor belt.
Most robots, including Boston Dynamics’ Atlas, use task-specific hands, like two or three-fingered “grippers.” RLWRLD is among a smaller group of companies developing AI for five-fingered hands that mimic human touch.
While five-fingered designs may not always suit factory needs, they could prove crucial as robots move into homes, where closer interaction with humans will be required, said Choi, the professor.
Hospitality workers provide valuable training data for machines learning precise or nuanced tasks — skills that could also expand their use in industrial settings, Cho said.
Although current humanoids would need several hours to clean a guest room that human workers finish in about 40 minutes, Lotte Hotel hopes robots will be ready for cleaning and other behind-the-scenes tasks by 2029. It also plans robot rental services for the hospitality and other service industries, with a potential expansion to homes.
“If you look at the entire process of preparing for an event in back-of-house areas, we think humanoids might be able to take over about 30% to 40% of that workload,” Park said. “It will be difficult for them to replace the remaining 50%, 60% and 70%, which involves actual human-to-human interaction.”
World
Getting Down to Business: 4 Takeaways for Argentina vs. Spain
The 2026 World Cup final is set. A match between the reigning world champions versus the reigning European champions. Between the sport’s greatest player in history, Lionel Messi, versus its ascendant teenage prodigy, Lamine Yamal. It will be Argentina versus Spain, Sunday in East Rutherford, N.J.
The irrepressible Albiceleste overcame a 1-0 deficit against England in Wednesday’s semifinal, equalizing in the 85th minute and knocking in a go-ahead goal in extra time to send Argentina to its second consecutive World Cup final. Spain, meanwhile, is seeking to add a second star to its national jersey and first since 2010.
At stake in global soccer’s greatest match is more than just sporting history, however. Below, four takeaways for the business of soccer based on the Argentina-Spain matchup.
A battle of the high rollers
Lionel Messi, at 39, remains soccer’s best-paid endorser, raking in $70 million in off-pitch earnings for the current season, according to Sportico estimates. With his annual contract at Inter Miami earning him an additional $70 million, he is the sport’s second-highest paid player in the entire World Cup field behind only Cristiano Ronaldo. Overall, Messi is the fifth-highest paid athlete of all time, with $1.99 billion in career earnings.
But Lamine Yamal, the 19-year-old wunderkind from Spain, is no slouch: He’s earned $33 million this past year from Barcelona, and an additional $10 million from sponsors like Adidas and American Eagle. Currently ranked No. 10 among Sportico’s highest paid World Cup footballers, Yamal could leapfrog a few places higher by the next World Cup, particularly if he burnishes his already impressive resumé with a strong showing and a Spain victory on Sunday.
A knockout victory for Adidas
Sunday’s final will be an all-Adidas affair, with the company outfitting both Spain and Argentina and pitting two of its marquee stars against one another.
The last Adidas vs. Adidas World Cup final was Germany against Argentina in 2014. That year, Adidas saw currency-neutral sales of soccer products rise by 20% to $2.4 billion (€2.1 billion).
An Adidas spokeswoman declined to specify sales projections for the 2026 World Cup but said in a statement that the company is “proud” to outfit both finalists at this year’s tournament.
Archrival Nike made a splashy entrance into this year’s World Cup, with a star-studded commercial honoring stars like Kylian Mbappé and Erling Haaland, the latter of whom became a breakout hit in the U.S. But instead of the World Cup trophy, Nike walks away from the 2026 tournament with the rights to Germany’s national team.
FIFA’s ticket pricing
As of Wednesday evening, get-in prices for Sunday’s final started at $8,900 in the nosebleeds, per Ticketmaster, while lower-bowl seats ran as high as $24,000.
But unlike the lead-up to the tournament’s group stage matches, where the sticker shock for four-figure ticket prices led to large blocks of seats going unsold until the last minute, only a handful of seats to Sunday’s final were available for resale on Ticketmaster.
The result is a reflection of FIFA’s ticket pricing strategy for the North American-hosted World Cup: set prices eye-poppingly high from the jump and limit the flow of cash into reseller’s hands.
Soccer’s Hottest Clubs: La Liga and MLS
A Spain and Argentina final reflects well on Spain’s LaLiga after the professional men’s league failed to put a representative in the Champions League final for a second year in a row. A whopping 17 players on La Roja’s roster come from the domestic top-flight league– of whom eight play for Barcelona, while the lion’s share of players for Argentina (7) also play within LaLiga.
And while MLS can’t compete on quantity of players taking the pitch on Sunday, the ability to market around Inter Miami star Messi into and through the final match is the dream scenario for the U.S. league. This week, MLS launched a new campaign aimed at converting World Cup fans to year-round club supporters, anchored by Messi and ubiquitous pitchman and England legend David Beckham. Some 22 of the league’s 30 clubs are offering complimentary single-game tickets to first-time MLS match attendees.
World
WATCH: Russian soldier thrown through air as Soviet-era helicopter gun spins out of control
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President Donald Trump said he believes Russian President Vladimir Putin is ready to reach an agreement to end the war in Ukraine, even as Moscow warned Wednesday that Western troops deployed to enforce any eventual peace deal would become Russian military targets.
“I say, ‘Vladimir, it’s time for you to stop. It’s time for this war to end,’” Trump told Fox News chief foreign correspondent Trey Yingst in an interview released Tuesday.
Trump said he believed Putin was “ready to make a deal” to end the fighting.
ANOTHER NATO ALLY SIGNS ONTO EUROPEAN NUCLEAR UMBRELLA AS CONTINENT BOOSTS SELF-DEFENSE
Meanwhile, fighting continued across Ukraine and Russian-occupied territory.
The intensifying drone war has forced both militaries to search for additional ways to intercept unmanned aircraft, sometimes using weapons designed decades before modern drones emerged.
A video supplied by East2West shows a Russian soldier apparently losing control of a Soviet-era YakB-12.7 rotary machine gun mounted on an improvised ground platform.
Russian President Vladimir Putin and President Donald Trump meet in 2019, before their relationship began to sour. (Brendan Smialowski/AFP via Getty Images)
The weapon begins spinning violently, dragging the service member around before throwing him several yards from the mounting. Another soldier ducks as the gun swings in his direction.
East2West reported that no one was injured, though Fox News Digital has not independently verified the location, date or circumstances of the footage.
The four-barrel machine gun was originally developed for use aboard the Soviet-designed Mi-24 Hind attack helicopter. Russian forces have reportedly attempted to repurpose such weapons as ground-based defenses against Ukrainian drones, East2West news reported.
TRUMP SAYS US WILL LET UKRAINE MAKE PATRIOT MISSILES IN MAJOR POLICY SHIFT
An explosion lights up the sky over the city during a Russian missile and drone strike amid Russia’s attack on Ukraine in Kyiv July 2, 2026. (Gleb Garanich/Reuters)
On Wednesday, Russian Foreign Ministry spokeswoman Maria Zakharova said any multinational force deployed by Ukraine’s allies after a ceasefire would be unacceptable to Moscow.
“We would regard such units as legitimate military targets,” Zakharova said, according to a Reuters report published Wednesday.
Members of the Western “coalition of the willing” reaffirmed at a meeting in Paris this week that they intend to deploy a multinational force after hostilities end. The proposed force would seek to reassure Ukraine and help Kyiv rebuild its military.
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Ukraine’s military said Wednesday that its forces struck the Balaklava thermal power station in Russian-occupied Crimea, a facility that accounts for nearly half of the peninsula’s electricity generation, according to Reuters.
Russia, meanwhile, launched another major drone and missile attack against Ukraine’s southern Odesa region, killing three people, regional Governor Oleh Kiper said. He said civilian, industrial and port infrastructure had been targeted during five consecutive days of Russian attacks.
Emergency services personnel work to extinguish a vehicle fire after a Russian drone attack in the Kyiv region, Ukraine, May 5, 2026. (Ukrainian Emergency Service/AP)
Ukrainian President Volodymyr Zelenskyy also said Wednesday that Ukraine expects to develop the technical capability to manufacture missiles for U.S.-made Patriot air-defense systems by the end of 2026.
Reuters contributed to this story.
World
Toronto engulfed by wildfire smoke as US cities threatened
Monitor ranks Toronto as having the worst air quality on earth, surpassing Kinshasa, DR Congo, and New Delhi, India.
Published On 16 Jul 2026
Toronto’s air quality has ranked the worst among all major cities in the world as smoke from wildfires in northwestern Ontario blankets the skies and spreads into the northeastern United States, triggering multiple health warnings and evacuations.
Wildfires continued burning through sparsely populated areas hundreds of miles from Toronto, Canada’s largest city, on Wednesday, sending smoke over a wide area, although cities in the area are not being threatened.
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Environment Canada reported an Air Quality Health Index reading of 10+, classified as “very high risk”, for Toronto. Forecasts suggested that hazardous conditions could persist through Thursday night.
IQAir, a Swiss air quality technology company, ranked Toronto as having the worst air quality across the globe, surpassing the Democratic Republic of the Congo’s Kinshasa and India’s New Delhi.
“The biggest contributor to Toronto’s spike in air pollution right now is wildfires, though the higher-than-average temperatures are also playing a role,” Armen Araradian of IQAir told the AFP news agency.
While this year’s wildfire season in Canada has been fairly muted compared with recent years, there are more than 800 active fires nationwide.
A video that went viral on social media showed a Canadian National train surrounded by fire near Armstrong, Ontario. Canadian National employees in the area and residents of Armstrong were evacuated on Monday night, the railroad operator said in a statement. It suspended rail operations near Armstrong as a precaution.
Smoke from the wildfires also worsened air quality across the border in the US, with the states of Pennsylvania, New York, Connecticut, Massachusetts, Maine and New Hampshire particularly affected.
Authorities in New York City have issued an alert over unhealthy air quality, urging residents to reduce strenuous outdoor activity and take extra breaks if they are outside on Wednesday and Thursday.
The National Weather Service said smoke could linger until the end of the week.
“We probably haven’t seen the worst of it yet for New York City. We probably haven’t seen the worst of it yet for the Great Lakes and upstate, and New England yet either,” Dan Westervelt, Lamont associate research professor at Columbia University, told the Reuters news agency.
More than 80,000 people are expected to attend the FIFA World Cup final at an open-air stadium in New Jersey on Sunday, with another 50,000 planning to watch the game from New York City’s Central Park, where skies appeared hazy.
New York Governor Kathy Hochul urged people, especially those with health conditions, to exercise caution.
The Canadian government has said that wildfire season began more slowly this year than in 2023 or 2025 – the two worst seasons for wildfires – but warned that fires were likely, due to warmer-than-usual temperatures across the country.
It said some 835 active fires were burning across the country on Wednesday, with 112 considered out of control, and most in the central provinces of Manitoba, Saskatchewan and Ontario.
They have burned 1.9 million hectares (4.7 million acres) so far.
Greg Evans, a professor of chemical engineering and applied chemistry at the University of Toronto, said the city had been simultaneously hit with severe heat and wildfire smoke.
“I expect that this will occur more frequently over the coming decades, so cities and residents need to prepare for this in the future,” he said.
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