Tens of millions of AWS Graviton 5 processor cores are heading to Meta in a massive procurement deal. This move shifts Meta's infrastructure reliance toward Amazon's ARM-based silicon. The scale of the purchase suggests a push for better energy efficiency. Practitioners should expect these chips to power future large-scale inference workloads.