AI demand is reshaping chip supply, making budget phones and laptops pricier

GPU and memory manufacturers are chasing higher margins in AI chips, squeezing capacity for consumer electronics. Indie makers and bootstrapped SaaS teams relying on commodity hardware will face steeper infrastructure costs—a shift worth watching as you plan server needs or hardware integrations.