Hyperscaler capex of $741B in 2026 (+75% YoY) sustains relentless GPU demand, keeping NVDA revenues and the chip cycle elevated
AI data centers are consuming power faster than the grid can supply it; Bloom Energy's on-site fuel cells plug the gap, with $5B+ in signed datacenter deals and grid headroom turning negative by 2027
AI capex is driving a memory supercycle: DRAM prices up 98% in Q1 2026 with another 58-63% jump forecasted, and Micron's HBM supply for 2026 is already entirely sold out