Mustafa says linear thinking fails for AI, arguing that progress is exponential, not linear. He cites the rapid scaling of models and data as evidence. The implication for practitioners is that investment and research budgets should grow in line with this trend, not plateau. Expect continued breakthroughs without a hard ceiling.