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hardware

Compute

The computational resources (processing power, memory, time) required to train and run AI models. Compute is measured in FLOPs and is a primary bottleneck and cost driver in AI development, with demand growing exponentially.

In practice

The compute required to train frontier models has been doubling roughly every 6 months, driving massive investment in data centers.