Meta is rolling out its own dedicated AI infrastructure initiative, signaling serious commitment to the artificial intelligence arms race. This move reflects how major tech platforms are investing heavily in building proprietary compute resources and AI capabilities. For the crypto and Web3 community watching from the sidelines, it's worth noting how traditional tech giants are architecting their AI stacks—it could shape the trajectory of AI adoption in decentralized networks and blockchain applications down the line. The shift toward in-house infrastructure gives these companies more control but also raises interesting questions about centralization versus open-source AI development happening in crypto ecosystems.