As AI data centers scale, the architecture of optical interconnects becomes increasingly important. Two major approaches are commonly considered: silicon photonics-based photonic integrated circuits (PICs) and VCSEL-based PIC solutions. While both aim to enable high-bandwidth optical communication, their system complexity and manufacturability differ significantly.