The Compute Realignment: Capital shifts from training to execution.
The Compute Realignment: Capital shifts from training to execution.

The Great AI Hardware Rebalancing: Why the Infrastructure Trade Is Escaping GPUs

The raw compute narrative just hit a wall of sequential complexity.

The Multi-Trillion Horizon: Mapping the long-term addressable market.
The Multi-Trillion Horizon: Mapping the long-term addressable market.
Breaking Resistance: Technical momentum shatters the multi-month downtrend.
Breaking Resistance: Technical momentum shatters the multi-month downtrend.
Silicon Scarcity: Empty shelves hand pricing power to manufacturers.
Silicon Scarcity: Empty shelves hand pricing power to manufacturers.

For two years, capital allocation in artificial intelligence operated under a singular, blunt heuristic: stack as many high-density graphics processing units as balance sheets could tolerate. That regime is quietly shifting as execution bottlenecks transition from massive model training to complex

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