By 2025, optoelectronic fusion is expected to revolutionize data centers, telecommunications, and AI infrastructure. With TSMC, NTT, and other giants leading commercialization efforts, this technology will significantly reduce power usage while improving data speeds. Integrating microelectronics and optoelectronics can harness the mature processes and functions of microelectronics, with the ultra-wideband and low-power benefits of optoelectronics. This integration addresses challenges like high-speed, low-power consumption and intelligence, driving the. Empowered by the high-speed and high parallelism of light propagation, optoelectronic intelligent computing has evolved as the potential for next-generation high-performance computing paradigm. In order to better apply the optoelectronic fused. Wendy Flores-Fuentes (Autonomous University of Baja California, Mexico), Moises Rivas-Lopez (Autonomous University of Baja California, Mexico), Daniel Hernandez-Balbuena (Autonomous University of Baja California, Mexico), Oleg Sergiyenko (Autonomous University of Baja California, Mexico), Julio.