Beyond Nvidia: Why AI giants like OpenAI, Google and Amazon are building custom chips

AI giants like OpenAI, Google, and Amazon are building custom chips. This move aims to cut soaring deployment costs and gain control over crucial infrastructure. OpenAI recently unveiled Jalapeño, its first in-house AI inference chip. Google uses TPUs, Amazon has Trainium and Inferentia, and Microsoft uses Maia.