Qualcomm will supply AI data center chips to ByteDance, the parent company of TikTok. This deal marks a strategic pivot for the chipmaker as it moves beyond smartphone processors into infrastructure. The partnership validates Qualcomm's hardware viability for large-scale AI workloads. It creates a direct competitor to dominant GPU providers in the enterprise space.