The potential arrival of superintelligence – AI exceeding human cognitive capabilities – presents both unprecedented opportunities and considerable challenges. Existing progress in machine learning suggests that this transformative period might arrive sooner over previously anticipated. Preparing for this change requires a proactive approach, f