South Korea Adds New Contender to High-Stakes AI Model Race Amid AMD GPU Talks

Motif Technologies, a South Korean AI startup, has joined the government-backed contest to develop the nation’s sovereign artificial intelligence foundation model. The addition shakes up the competition already featuring tech giants like LG and SK Telecom. Meanwhile, talks around critical GPU supplies, including AMD hardware, remain a key factor in the race.

New Challenger Enters the AI Arena

South Korea’s Ministry of Science and ICT announced on February 20 that Motif Technologies, alongside the Korea Advanced Institute of Science and Technology (KAIST), has been added as an official contender in the country’s ambitious project to build homegrown AI foundation models. And this follows the ministry initially shortlisted three major teams led by SK Telecom, LG AI Research, and Upstage in a competition designed to crown the best indigenous AI system.

The government’s AI push is more than just a race among companies. It’s a strategic effort to place South Korea among the top three AI superpowers globally. The stakes are high, and the addition of Motif’s consortium shows the ministry’s commitment to diversity and innovation in AI architecture, even when operating in a limited data environment.

Kim Kyung-man, director general for AI policy, said Motif’s team stood out for its independent AI design and competitive performance against global models. The move also highlights a shift away from relying on foreign technology, a point that has tripped up some competitors along the way.

The AI Squid Game: A Cutthroat Competition

The contest, sometimes dubbed the “AI Squid Game” due to its ruthless elimination style, pits teams against each other every six months.

Judges evaluate submissions on technical benchmarks, real-world usability, cost efficiency, and overall impact on the AI ecosystem. This goal: develop open-source models that can rival global leaders like OpenAI’s ChatGPT and Google’s DeepMind.

The competition is fierce. Last January, the Ministry of Science and ICT eliminated teams led by Naver Cloud and NC AI—surprising moves given the expectation that only one team would be dropped. Naver Cloud was criticized for using foreign technology, which disqualified it despite strong scores, while NC AI’s model underperformed.

Now, Motif Technologies joins the fray alongside LG, SK Telecom, and Upstage. The ministry plans to pick two winners by the end of 2026, who will continue receiving government support including access to GPUs, data, and engineering resources.

GPU Access and AMD’s Role

One of the most talked-about resources fueling this competition is access to graphics processing units (GPUs).

These chips are the workhorses behind training massive AI models. South Korea’s government is providing GPU access to all participating teams, but securing enough cutting-edge hardware remains a challenge.

AMD, a major GPU supplier, has been in talks with South Korean tech firms and the government, as demand surges worldwide for AI training chips. While details of these talks remain under wraps, the availability and cost of AMD’s GPUs could heavily influence how quickly and effectively teams develop their models.

AMD’s recent product launches have targeted AI workloads with improved performance and energy efficiency, making their GPUs a natural fit for these projects. With global competition for AI chips intensifying, South Korea’s early partnerships could be a decisive factor.

Implications for South Korea’s Tech Industry

The government’s heavy investment and the contest’s structure aim to foster a strong domestic AI ecosystem. By supporting teams financially and providing critical infrastructure, they hope to spark innovation and reduce reliance on foreign AI technologies.

South Korea’s approach contrasts with some other countries, which focus more on acquisitions or partnerships with established global AI firms. Here, the emphasis is on building from the ground up, developing proprietary models that can be tailored to local industries and regulations.

Chanjun Park, an assistant professor at Soongsil University, called the contest a “high-stakes event that will shape South Korea’s future.” The results will likely influence the country’s competitiveness in AI-driven sectors like manufacturing, finance, and autonomous vehicles.

But the pressure is on. The AI field is dominated by US and Chinese companies with vast resources and data access. South Korea must move fast to keep pace while balancing control over its technology and data.

As the competition heats up and new players like Motif Technologies enter, South Korea’s AI ambitions face a critical test. The country’s ability to secure high-performance GPUs—potentially through AMD—and sustain innovation will be key to claiming a spot among the world’s AI leaders.