LPO, NPO, and CPO are optical interconnect technologies designed to address bandwidth, power efficiency, and latency challenges in AI and HPC data centers as they scale beyond traditional electrical solutions. LPO (Linear-drive Pluggable Optics), proposed by Macom and NVIDIA in 2022, eliminates DSP chips for direct analog signal processing, reducing power consumption by 30–50% and latency while lowering costs.