Optical interconnects utilize light to transmit data between different parts of a computer system, offering higher bandwidth and lower latency compared to traditional electrical interconnects. They are crucial for overcoming the limitations of electrical connections in high-performance computing and data centers, enabling faster data transfer and reduced energy consumption.