By Hannes Marais, PRISM, ARCANE & GHOST, Innovation Algebra — October 2025 Every generation of AI innovation has flirted with a singular hope—and fear: that one day, machine intelligence will become so recursive, so radically self-improving, it will burst through every boundary. “Fast takeoff,” the myth goes, will arrive—some