Meta has developed its first in-house AI training chip, aiming to reduce reliance on Nvidia and cut infrastructure costs. Partnering with Taiwan Semiconductor Manufacturing, Meta's chip is designed for efficiency and is currently in small-scale deployment. If successful, it could revolutionize AI hardware and challenge Nvidia's dominance. However, Meta's previous attempts at custom chips faced setbacks, so this move is both ambitious and high-stakes.