Recursive self-improvement, or RSI, involves machines designing superior versions of themselves. While I. J. Good theorized this intelligence explosion in 1966, modern researchers now debate if partial loops already exist. The concept remains fragmented between marketing hype and regulatory fear. Practitioners must distinguish between fully autonomous loops and simple tool-assisted development to gauge actual risk.