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
Hidden tunnel discovered in Tijuana may have supported cross-border trafficking operations
NEWYou can now listen to Fox News articles!
Mexican authorities have uncovered a sophisticated underground tunnel near the U.S.-Mexico border that was equipped with lighting, ventilation and an electronic transport system, which they say may connect Tijuana to a street in San Diego.
Mexico’s Attorney General’s Office, known as the FGR, announced the discovery Saturday following a search warrant executed at a property in the Nueva Tijuana neighborhood of Tijuana, Baja California.
Authorities said the tunnel stretched approximately 265 meters, or about 870 feet, and reached a depth of roughly 6.3 meters, or 21 feet underground.
According to investigators, the tunnel contained operational infrastructure, including lighting and ventilation systems, as well as an electronic sliding mechanism designed to move items in both directions between Mexico and the U.S.
RASHIDA TLAIB BECOMES LONE HOUSE LAWMAKER OPPOSING CRACKING DOWN ON MEXICAN CARTELS’ BORDER TUNNEL SYSTEM
Agents with Mexico’s Criminal Investigation Agency (AIC) examine what authorities say was the entrance to a sophisticated cross-border tunnel discovered in Tijuana, Baja California. Mexican officials said the tunnel was equipped with lighting, ventilation and an electronic transport system. (FGR)
The tunnel was discovered through intelligence work conducted by agents with the FGR’s Criminal Investigation Agency in coordination with Mexico’s Security Cabinet.
Officials said the search warrant was executed as part of an investigation into alleged violations of Mexico’s firearms and explosives laws as well as drug-related offenses.
Authorities said they believe the property may have functioned as a storage, logistics and trafficking center for firearms, explosives and illicit drugs.
Mexican federal agents move through an underground tunnel discovered in Tijuana near the U.S.-Mexico border. Authorities said the passageway was used to support criminal smuggling operations. (FGR)
FEDS LIKELY EYEING ‘COVER-UPS’ TO BUST MEXICAN CARTELS ALONG BORDER: FORMER DEA AGENT
Photos released by the FGR appear to show agents navigating the underground passageway, access points leading into the tunnel and evidence recovered during the operation.
Investigators said they recovered ammunition, suspected methamphetamine, suspected marijuana, cell phones and various documents from the property.
Images released by Mexican authorities also appear to show ventilation infrastructure inside the tunnel, underscoring what officials described as a sophisticated operation.
A ladder and access shaft are seen inside a property where Mexican authorities uncovered a sophisticated tunnel in Tijuana. (FGR)
BORDER AGENTS UNCOVER RPG LAUNCHER, CACHE OF RIFLES HIDDEN IN VEHICLE HEADING TO MEXICO
The FGR said its investigation indicates the tunnel likely connects to a street in San Diego, though authorities have not publicly identified the location or confirmed whether the U.S. side of the tunnel has been located.
The tunnel discovery comes as U.S. authorities announced charges against four individuals accused of trafficking more than a ton of cocaine through a sophisticated cross-border tunnel stretching between Tijuana and San Diego.
According to federal prosecutors in San Diego, the tunnel extended approximately 1,933 feet, reached a depth of about 55 feet and was equipped with reinforced walls, electricity, ventilation systems and rail infrastructure.
Suspected narcotics recovered during the tunnel investigation are displayed by Mexican authorities. Investigators said they also seized ammunition, cell phones and documents during the operation. (FGR)
Federal investigators said the tunnel connected Tijuana to a storefront in Otay Mesa known as “Buy 4 Less,” where agents discovered a concealed exit point hidden beneath the floor of a storage room.
Authorities seized approximately 1,029 kilograms, or more than 2,269 pounds, of suspected cocaine during the investigation, an amount prosecutors estimated was worth roughly $45 million.
Homeland Security Investigations said the seizure dealt a significant blow to the Jalisco New Generation Cartel, one of Mexico’s most powerful criminal organizations.
The investigation resulted in charges against four suspects accused of using the tunnel to move narcotics into the U.S.
Federal officials said the tunnel was discovered after months of surveillance that began in late 2025 and culminated in coordinated enforcement actions on May 29.
Officials described the discovery as a significant blow to criminal organizations that rely on underground smuggling routes to move narcotics and other contraband across the border.
“For these defendants, it wasn’t a light at the end of the tunnel. It was lights and sirens,” U.S. Attorney Adam Gordon for the Southern District of California, said.
CLICK HERE TO DOWNLOAD THE FOX NEWS APP
The evidence and property have been turned over to federal prosecutors in Baja California, who will continue the investigation.
World
Celebration, shock and scepticism follow Colombia’s presidential election
Less than two hours after polling stations closed on Sunday, it was clear that Colombia’s presidential race would be settled in a run-off between two finalists: hard-right political outsider Abelardo de la Espriella and leftist Senator Ivan Cepeda.
Though the overall result surprised few, de la Espriella’s strong showing upended pollsters’ predictions.
list of 3 itemsend of listRecommended Stories
Cepeda, President Gustavo Petro’s chosen successor, had been expected to win the most votes, based on public opinion surveys.
But instead, de la Espriella came in first place, winning 43.74 percent of the vote. Cepeda trailed with 40.90 percent.
Supporters of de la Espriella, a criminal defence lawyer, held rapturous celebrations in the coastal city of Barranquilla, where the candidate has an office.
“Colombia won, and with more than 10 million votes, democracy won,” said Elsa Suarez, a de la Espriella voter living in Bogota.
The far-right candidate has modelled himself after politicians like Donald Trump in the United States and Javier Milei in Argentina, flamboyant media personalities who won the presidency despite having little to no political experience.
Like them, de la Espriella has pledged a return to “law and order”, as well as a pared-back national government and policies to support traditional family values.
Notably, he promises to use an “iron fist” to stamp out crime and build megaprisons to jail criminals, mimicking the policies of Salvadoran strongman Nayib Bukele.
Analysts say de la Espriella’s populist messaging resonated with voters in Colombia’s interior, where urban crime is a growing concern.
Electoral maps show de la Espriella besting Cepeda in 16 of the country’s 32 departments, primarily in the heart of Colombia and along the border with Venezuela.
“In more central areas and closer to the capitals, people prioritise security,” explained Laura Bonilla, the deputy director at the Peace and Reconciliation Foundation (PARES), a Bogota-based research nonprofit.
By contrast, de la Espriella’s security messaging failed to sway voters along the coast and in border areas afflicted by rebel violence.
Bonilla argues that people in these regions instead place greater value on the socioeconomic issues that Cepeda represents, as the continuity candidate for Petro’s Historic Pact party.
“Over the past four years, they have received constant attention from the government,” said Bonilla, citing state development projects under the Petro administration.
A blow to the conservative establishment
De la Espriella’s success also highlights growing anti-establishment sentiment in Colombia, according to experts.
The lawyer, who has never run for public office before, comfortably beat his main rival on the right, Senator Paloma Valencia, who was backed by former President Alvaro Uribe, the figurehead of Colombian conservatism.
Initially, Sunday’s election was predicted to be a close race between Valencia and de la Espriella, both of whom lagged behind Cepeda in the polls.
But as Sunday’s ballots were tallied, Valencia flopped with less than 7 percent of the vote.
Miguel Silva, a Colombian political consultant, credited some of de la Espriella’s success to his campaign messaging.
De la Espriella, he explained, used his campaign to draw a distinction between the haves and the have-nots, those who have benefitted from the government and those who feel ignored.
“He [succeeded] by portraying himself and the people he represents as ‘Los Nunca’ and by portraying Paloma and her followers as ‘Los Siempre’,” Silva said, using the Spanish words for “The Nevers” and “The Always”.
Pollsters predicted the right would be divided in the first round, paving the way for Cepeda to win the most votes, but de la Espriella captured millions of votes from traditional conservatives, marking a shift in Colombia’s political landscape.
In Bogota, the only province in the country’s interior to vote for Cepeda, the left-wing candidate’s supporters were shocked by Sunday’s results.
“Everyone is a little surprised,” said Juan Camilo Rodriguez, who voted for Cepeda. “These results don’t match the polls.”
Petro himself had hammered his base to flood the polls, warning that the left’s chances of success could be hampered by electoral fraud.
The outgoing president rejected last night’s results, which were based on the “pre-conteo”, or preliminary count, a non-legally binding process.
Instead, Petro called on the public to wait for the official, scrutinised count, which will be released in the coming days.
Cepeda echoed the president’s scepticism in a speech on Sunday night. “Only once the vote-counting committees have fully, clearly, and thoroughly clarified this matter, will we comment on tonight’s results,” he told supporters.
But the candidate appeared to mellow his stance this morning, acknowledging that there was no evidence of irregularities in the vote. He trailed de la Espriella by more than 670,000 votes.
Experts warn that Cepeda is losing precious time by focusing on fraud allegations and should instead concentrate on swaying moderate voters.
“By crying fraud so early, it’s hard to bring more voters to the table,” said Silva.
A second round of voting, between Cepeda and de la Espriella, is scheduled for June 21.
Up for grabs are more than a million votes for centrist candidate Sergio Fajardo and 1.6 million for Paloma Valencia. While Valencia endorsed de la Espriella, her running mate, moderate politician Juan Daniel Oviedo, did not.
Miguel Jaramillo Lujan, a Colombian political strategist, said the final two candidates must tread carefully in the next three weeks to prevail.
“As the saying goes, whoever makes fewer mistakes will be the winner.”
World
Video: Dozens Killed by Explosion in Rebel-Held Myanmar Territory
new video loaded: Dozens Killed by Explosion in Rebel-Held Myanmar Territory
By McKinnon de Kuyper
June 1, 2026
-
Pennsylvania2 minutes agoA gap in Pennsylvania law has put fire companies and county treasurers at odds over online raffles
-
Rhode Island9 minutes agoRI Day of Portugal parade names 2026 grand marshals
-
South-Carolina12 minutes ago
Anderson County voters to weigh in on Statehouse races. Who’s on ballot?
-
South Dakota17 minutes agoSouth Dakota Community Foundation encourages nonprofits to apply for funding
-
Tennessee24 minutes agoGov. Bill Lee wraps up America 250 tour after visiting all 95 Tennessee counties
-
Texas27 minutes agoWomen’s College World Series championship series set: Texas to rematch Texas Tech
-
Utah32 minutes agoAdoptee shares gratitude as Utah’s Safe Haven law turns 25 years old
-
Vermont39 minutes agoBurlington Trout Parade celebrates kids raising fish, learning nature