UBS forecasts global AI capital expenditure will reach $998 billion in 2026 and $1.45 trillion in 2027, with memory costs dominating spending growth. Memory expenses are projected to surge from $71 billion to $923 billion by 2027, comprising 64% of total AI capex, while non-memory spending actually declines, signaling a shift toward semiconductor constraints rather than physical infrastructure expansion.