The debate over Artificial General Intelligence centers on whether intelligence emerges via a sudden explosion or slow, iterative steps. Proponents of the spontaneous theory argue that recursive self-improvement triggers a rapid leap in capability. This theoretical divide determines whether developers prioritize safety guardrails now or prepare for an abrupt transition.