# GPU Scarcity

From Bricks to Bots: China’s Industrial Giants Pivot Toward the Embodied AI Era

China's industrial sector is pivoting toward embodied AI and robotics, led by Joyson Electronics' move into humanoid components and Chongqing's push for construction automation. Simultaneously, Tencent Cloud’s removal of free GPU tiers marks a transition toward a more commercialized and resource-conscious AI development landscape.