The likely arrival of superintelligence – AI exceeding human cognitive capabilities – presents both significant opportunities and formidable challenges. Existing progress in machine learning suggests that a transformative epoch might arrive sooner before previously projected. Preparing for this transition requires thoughtful approach, focusing