Epoch AI’s latest report reveals how inference costs are dropping, frontier AI is becoming accessible on consumer-level hardware, and compute infrastructure is expanding rapidly — fueling broader adoption and demand for AI GPUs, servers, and efficient compute setups. These shifts are reshaping the AI hardware market, creating opportunities for deployment, resale, and strategic lifecycle management.