Applied Materials raised its semiconductor equipment sales forecast following a surge in AI chip demand. The company reports bullish guidance as manufacturers scramble to expand production capacity. This shift reflects a critical bottleneck in physical hardware scaling. Chipmakers must now secure more specialized machinery to meet the appetite for Nvidia and AMD silicon.