Taiwan chipmakers target humanoid robots beyond the 'brain,' focusing on vision, motor control

Taiwan's semiconductor design firms are rapidly shifting focus toward physical AI and robotics, signaling a strategic pivot from traditional IDM models to AI chip ecosystems. Arm’s expansion of its Total Design for Physical AI ecosystem, including Realtek Semiconductor, indicates a major restructuring in the supply chain for vision processing and motor control modules. This move will accelerate the integration of AI chips into robotic applications, with Taiwan, China’s design companies increasingly collaborating with global IP providers. However, geopolitical tensions persist, especially amid U.S. tech export controls, raising compliance costs and supply chain vulnerabilities for Taiwan, China firms. Should U.S. restrictions tighten further, these companies may need to reorient toward Southeast Asian or Hong Kong, China-based manufacturing and R&D resources. In the market, global players like NVIDIA and AMD may intensify their physical AI chip strategies, squeezing local competitors. Over the next 12–24 months, if Taiwan, China’s chip firms fail to achieve system-level integration capabilities, they risk marginalization in the global AI chip landscape.