The optimization of matrix multiplication on AMD's RDNA3 architecture promises significant performance enhancements, reportedly achieving a 60% boost. The process involves custom Instruction Set Architecture (ISA) optimizations, which target the unique features of RDNA3. While some users express excitement about performance improvements, there are concerns regarding the forward compatibility of these optimizations, especially for developers maintaining cross-generation compatibility. However, many argue that the adjustments necessary for supporting RDNA4 and CDNA3 are manageable and will not drastically disrupt existing development practices. Thus, while the optimizations can enhance performance, they may require some considerations for compatibility in future developments.