Recursive self-improvement, or RSI, describes machines designing superior versions of themselves. While I. J. Good theorized an intelligence explosion in 1966, current progress remains incremental. Researchers now use AI to optimize model architectures and datasets. This shift moves the concept from science fiction to a practical tool for improving model efficiency.