Nvidia’s Madison Huang visits LG robot factory as training push ramps up

The younger Huang’s visit to the Yangjae campus in Seocho District came after her father, Jensen Huang, who is also Nvidia’s chief executive met and signed an MOU with LG Group’s Chairman Koo Kwang-mo, covering robotics, AI factories and mobility together in Santa Clara, California. 

Madison Huang also handles product marketing for Nvidia’s physical AI platform.

Nvidia is all-in on South Korea’s robotics push 

According to local reports, Madison Huang was received by C-suite executives, including LG Electronics CEO Lyu Jae-cheol, LG CNS CEO Hyun Shin-gyoon and LG Sciencepark’s chief. The visit, which started with a courtesy bouquet delivered to Huang by one of the company’s CLOiD robots, ran longer than the two hours originally put on the schedule.

Huang described her visit to the facility as “incredible,” doubling down on positive sentiments she expressed when she left a handwritten “Amazing LG” on a CLOiD robot. 

100,000 hours of data by December

LG expects to have its robots running on Nvidia’s training platform before the end of 2026, with plans to have at least 100,000 hours of robot training data in its library by the end of the year. 

The tech giant’s plan will combine physically tracking robots doing tasks with real on-site motion data. Nvidia’s Omniverse libraries, LG’s Cosmos world foundation models and the Isaac development platform will then be used to amplify and synthesize the data into far larger virtual datasets, which feeds LG’s robot foundation model. 

LG Electronics CEO Lyu Jae-cheol’s team described the combined pool as the robot’s brain, which lets it handle objects even though it does not have specific training for such tasks. 

That self-improving loop of collection, synthesis, training and improvement comes up together as what LG is describing internally as a “data flywheel.”

Where did Madison Huang visit in Korea? 

Madison Huang visited the 10,000-square-meter, converted Yangjae R&D campus in Seocho District. The facility is expected to be running hundreds of CLOiD robots operating on a 24/7 schedule by the end of the year.

LG has simulated environments it expects to deploy its humanoid robots across the facility’s four floors, including one below ground. 

• CLOiD practices cleaning in the home zone. 
• Robots are moving, stacking and assembling washing machine parts in a setting that resembles the assembly line at LG’s Tennessee plant. 
• LG CNS added a logistics-automation area.
• A space for training robotic hands by LG Innotek. 

LG has ambitions to build a bipedal, next-gen humanoid on Nvidia’s robotics stack before the end of March, 2027. The South Korean firm named other Nvidia projects in its Friday report on H1 2026. 

“We will secure competitiveness in physical AI,” Lyu said, adding that LG aims to become “a total robotics solutions provider.” 

Seoul’s wider physical AI bet

The partnership sits inside a national push. President Lee Jae Myung’s government has folded physical AI into a roughly $1 trillion program alongside semiconductors and AI data centers, and plans a special law this year to fast-track approvals and infrastructure. 

Industry Minister Kim Jung-kwan said the state intends to buy more than 1,000 robots by 2030, including 700 humanoids, to seed an early market that Lee has said is still too small.