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Meta’s trying the DIY route
Meta is taking the "if you want it done right, build it yourself" approach to AI hardware. The company says it plans to roll out its latest homegrown AI chip in data centers in the first half of 2027, part of a push to make its sprawling AI buildout less expensive and less power-hungry.
The new chip, MTIA 450, is still in testing, and Meta’s next one — MTIA 500, code-named Astrid — is expected to finish design work in about a month and ship by the end of 2027. In other words: this is not a weekend side project. It’s Meta trying to own more of the plumbing behind the AI boom instead of just renting everyone else’s picks and shovels.
Why investors should care
Meta says the whole point is better performance per watt and per dollar, which is corporate speak for "we’re tired of the GPU grocery bill." If the plan works, Meta could chip away at its reliance on Nvidia processors and squeeze more efficiency out of its data centers as AI demand keeps climbing.
The supporting cast
Meta isn’t doing this solo. It’s working with Broadcom on chip designs and Taiwan Semiconductor on production, so both names stay in the orbit here even if Meta is the main character. Separately, Meta also launched Meta One, a subscription service that layers premium AI features on top of Instagram, Facebook, WhatsApp and Meta AI — a small but telling sign that the company wants AI to do more than just burn cash in the background.
Big picture: Meta is basically trying to turn AI from a very expensive habit into a more controllable line item. If the chips work, that’s margin relief. If they don’t, well, the AI tab just gets another zero.