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Infrastructure Constraints Reshape AI Economics

The physical and economic limitations of compute infrastructure—memory capacity, power availability, manufacturing throughput—are emerging as binding constraints on AI deployment, forcing architectural changes and capital reallocation across the technology stack.

4 signals tracked

  1. Memory and power bottlenecks force strategic discipline across AI stack

  2. Asian bankers factor energy volatility into AI deals for first time

  3. DRAM prices surge 53% as memory replaces chips as binding constraint

  4. Infrastructure Constraints Materialise Before Chip Supply as AI Scaling Bottleneck