Nvidia and LG Group have signed a strategic memorandum of understanding to jointly develop next-generation humanoid robots, AI factories, and autonomous vehicle platforms, marking a significant expansion of their collaboration in the physical AI space. The agreement was formalized on August 13 at Nvidia’s headquarters in Santa Clara, California, with Nvidia CEO Jensen Huang and LG Group Chairman Koo Kwang-mo in attendance.

The centerpiece of the partnership is a bipedal humanoid robot that LG plans to unveil publicly in the first quarter of 2027. The robot will be powered by Nvidia’s Isaac GR00T foundation model and Jetson Thor computing platform, alongside Nvidia Halos for Robotics, an integrated safety system for robotic applications. LG will combine technologies from its key affiliates, including actuators from LG Electronics, sensors from LG Innotek, and batteries from LG Energy Solution, to build the humanoid.

“The defining opportunity of physical AI is to give every machine the ability to understand the real world, reason and act safely alongside people — reshaping everyday life from the home and factory floor to the road,” Huang said in a statement. “Building on years of collaboration, LG and NVIDIA are combining LG’s leadership in product engineering and manufacturing with NVIDIA technology to accelerate the next era of robots, AI factories and autonomous vehicles.”

Koo echoed the sentiment, saying, “As the two companies’ collaboration picks up speed, our shared goals in AI factories and physical AI have become clear. We will accelerate the spread of AI by building industry-leading references.”

The signing event included a notable moment captured in photos and video shared on Nvidia’s social media channels. The two executives signed the outer box of a miniature model of the bipedal humanoid robot, which was displayed on the table alongside the MOU documents. The miniature’s packaging listed the component technologies from both companies, including LG Display’s curved displays and Nvidia’s robotics software stack.

Beyond Humanoids: AI Factories and Autonomous Vehicles

The collaboration extends well beyond robotics. LG will build an AI factory reference site based on Nvidia’s DSX platform and the next-generation Vera Rubin AI accelerator architecture. The reference site is slated for completion in the first half of 2027, followed by an 80-megawatt AI factory in Cheonan, South Chungcheong Province, expected in the first half of 2028. This facility will be used to develop and advance physical AI and robot foundation models.

LG affiliates will contribute their capabilities in power and thermal management, design, construction, and operations to validate an end-to-end AI factory solution. The company also plans to pursue a turnkey business providing AI factory construction solutions to global big tech companies.

On the mobility front, LG will leverage Nvidia’s DRIVE Hyperion autonomous driving platform to develop a high-performance computing platform for AI-defined vehicles. The platform will integrate autonomous driving functions with in-vehicle AI services and infotainment systems. LG aims to supply this solution to global automakers, expanding its auto parts business into the autonomous driving sector.

Manufacturing Validation and Data Infrastructure

Before the humanoid robot’s official debut, LG will deploy its wheel-based CLOiD robot to the washing machine production line at its Tennessee plant this year. The CLOiD, which features a humanlike upper body with wheels instead of legs, will be validated in a real-world manufacturing environment. The results will inform performance improvements before broader deployment across global production facilities, homes, and commercial spaces.

The two companies will also build a “robot data factory” based on LG CNS’s robot data platform, PhysicalWorks. This infrastructure will support robot data collection, synthetic data generation, training, and verification. A joint task force will oversee research and development, on-site validation, and commercialization efforts.

Market Response and Financial Context

Nvidia shares climbed 0.4% in premarket trading Friday, reaching $2,261.13, extending an 11% monthly gain. The company’s most recent quarterly results showed revenue of $81.61 billion, an 85.2% year-over-year increase that exceeded consensus forecasts of $78.42 billion. Earnings per share came in at $1.87, above analyst expectations of $1.76.

Wall Street remains overwhelmingly positive on the stock, with 48 Buy ratings, three Strong Buy ratings, and only two Hold ratings. The consensus price target stands at $305.94. JPMorgan recently raised its target to $280 with an Overweight rating, while Citic Securities pushed its target to $315. Robert W. Baird established a $500 target with an Outperform rating.

Nvidia’s board has authorized an $80 billion stock repurchase program and increased the quarterly dividend to $0.25 per share, up from the prior $0.01 level.

Potential Risks and Cautionary Views

Not all observers are uniformly bullish. Notable investor Michael Burry has raised concerns about circular financing patterns in Nvidia’s ecosystem, pointing to interconnected relationships between the company’s investment activities, customer capital, and GPU sales. Huang himself has acknowledged geopolitical challenges, noting that a potential migration of Chinese AI computing workloads to Huawei’s hardware platforms could undermine American semiconductor leadership.

Institutional ownership of Nvidia stands at 65.27%. Hobart Private Capital reduced its position by 6.7% during the second quarter, divesting 2,729 shares while retaining 38,304 shares valued at approximately $7.7 million.

The partnership with LG builds on Nvidia’s previously announced collaboration with Chinese robotics firm Unitree. Huang has characterized the humanoid robotics sector as representing a “multitrillion-dollar economic opportunity.” The alliance with LG also positions both companies as counterweights to China’s aggressive push in robotics and physical AI technologies.

The agreement marks a deepening of a relationship that accelerated in June, when Huang visited LG Twin Towers in Seoul for closed-door discussions with Koo. At that time, Koo noted the meeting was too brief to cover all details and suggested a follow-up in California, which materialized with this week’s signing.