The AI Boom Is Eating Its Own Margins

Nvidia, Broadcom, NetApp, and Cisco are seeing gross margin compression as memory input costs rise amid AI-driven demand. The companies are pre-buying memory aggressively, suggesting expectations of prolonged scarcity and higher costs rather than temporary supply-chain noise. This is likely to pressure near-term profitability across the AI infrastructure supply chain.