Chinese AI labs are increasingly pursuing proprietary chips, mirroring a global trend towards software-hardware integration, but industry insiders and analysts warn that the strategy carries risk due to the massive upfront investments required. “The core motivation for choosing in-house chips lies in pursuing [greater] hardware-software synergy and lowering long-term operating costs,” said Arisa Liu, chief director and research fellow at Taiwan Industry Economics Services. Paul Triolo, a partner