A probability distribution defines how researchers calculate AGI arrival dates. Many mistakenly use expected value, which becomes undefined if there is any chance the technology never arrives. LessWrong argues for using conditional means instead. This distinction helps practitioners avoid mathematical errors when forecasting existential risks or development milestones.