The xAI cofounder who resigned said before leaving: "Recursive self-improvement loops will likely go live within 12 months, and the right tools could unlock 100x productivity." RSI is the point where AI systems start meaningfully improving themselves. It is the threshold most people treat as a distant theoretical concern. The xAI cofounder is saying it is a 12-month operational timeline. Separately: OpenAI's roadmap points to an "AI research intern" — an early form of recursive self-improvement — expected around September 2026. Demis Hassabis at DeepMind has forecast AGI within five years. Multiple forecasts from multiple labs are converging on a 2027–2028 window for a fast takeoff. These are not fringe predictions from AI doomers. These are the technical leads at the organizations building the technology. For B2B enterprise teams, the relevant question is not whether you believe these timelines. It is what it means for your planning horizon if even one of them is close to right. A technology that delivers 100x productivity shifts in 12–18 months does not fit inside a standard three-year technology roadmap. The teams that will benefit most are the ones already practicing the muscle of rapid reorientation. The window is shorter than most roadmaps assume. #AIStrategy #B2BMarketing