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  1. Goldman Sachs21 min

    AI Exchanges: Power Problems?

    Brian Singer, Alison Nathan, George Lee

    Goldman Sachs projects a 220% surge in global data center power demand by 2030 as hyperscalers commit over $300 billion to infrastructure, a trajectory comparable to adding the world's sixth-largest power consumer to the grid. This aggressive expansion faces severe bottlenecks in skilled labor and transmission supply, forcing a near-term reliance on natural gas simple-cycle generators while industry leaders navigate regulatory hurdles and "agentic" AI traffic growth. Despite the high capital intensity and a potential $40 per megawatt-hour premium for green energy, major technology firms maintain robust balance sheets to fund these transition costs while seeking to decouple their power expenses from consumer utility rates.

  2. Goldman Sachs22 min

    AI Exchanges: How tech giants are navigating the AI landscape

    Eric Sheridan, Allison Nathan, George Lee

    Major technology giants are sustaining record capital expenditures through 2025 to solidify AI infrastructure dominance, with Goldman Sachs projecting this peak intensity to slow in 2026 despite tariff-related cost increases. Executives from Meta, Alphabet, and Amazon characterize the sector as being in the early innings of a third computing shift, prioritizing defensive positioning and infrastructure monetization over immediate application-layer profitability. Although investor sentiment remains bifurcated by macroeconomic risks, current valuations reflect a strategic reliance on these incumbents' unprecedented balance sheet scale to navigate the transition from raw training to commercial deployment.