This week, we examine Artificial Intelligence through an Asian lens, focusing on how the region fits into the broader AI value chain. While the US clearly dominates at the frontier—spanning cutting-edge AI model capabilities, chip design, and data centres—it remains heavily reliant on more foundational segments of the value chain.
We begin with first principles, looking at the raw material inputs required to produce AI chips, where China continues to hold a dominant position (chart 1). We then turn to the chips themselves, highlighting Taiwan’s well-known leadership in advanced semiconductor manufacturing and its critical role for both the US and China (chart 2). That said, recent efforts by both the US and China to reduce external dependence are beginning to show up in the data (chart 3), and could reshape this landscape in the years ahead. Next, while the US still leads in data centre capacity—the infrastructure essential for training and deploying AI models—several Asian economies, notably Malaysia, are seeking to capture a larger share of this rapidly expanding segment. These efforts have been met with strong interest from global technology firms, translating into sizable foreign direct investment inflows (chart 4).
Underpinning the entire AI ecosystem, however, are rapidly rising electricity requirements. China is now the world’s largest consumer of electricity, while other aspiring AI players, including India, will also need to confront the growing energy demands that come with deeper participation in the AI space (chart 5). At the same time, economies that have made significant shifts toward certain renewable energy sources must contend with higher electricity prices. This may create pressure to slow—or in some cases reconsider—the pace of the green transition in order to remain competitive in the intensifying race for AI-related resources (chart 6).
AI chip material production We begin with the most critical raw inputs required to produce AI chips. Beyond silicon—the foundational material on which chips are built—China commands substantial market share and dominance in the production of other key chipmaking materials, notably gallium and germanium. China accounts for a near-total share of global gallium production and roughly 68% of germanium output (chart 1), levels that effectively give it the ability to steer these markets. China has demonstrated this leverage before, most recently through temporary export restrictions on critical minerals enacted last year amid tit-for-tat measures between the US and China. Those controls were eventually paused following a subsequent US–China trade agreement. Even so, the episode served as a stark reminder of China’s strong negotiating position in the semiconductor supply chain—despite the US retaining leadership in the sophistication and advancement of AI models.




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