Memory chip shortages driven by the AI boom forced Apple to increase prices for Macs and iPads. The company attributes these hikes to constrained hardware supply chains. This pricing shift reflects how high-performance silicon demand for LLMs impacts consumer electronics. Hardware procurement costs now trickle down to the end user.