Meta to Boost In-House AI Chip Use to Cut Infrastructure Costs

Product / TechIndustry
โดย GuruFocus·US·Read original
Summary · why it matters

Meta Platforms is planning to increase its use of in-house-designed AI chips as it looks to reduce the cost of its vast infrastructure buildout. The company has invested billions in data centers, servers and accelerators as it builds more sophisticated models and rolls out AI features across Facebook, Instagram and WhatsApp. Custom silicon can be tuned around particular workloads rather than the wide range of tasks expected from general-purpose accelerators, making AI services cheaper and more efficient to run at massive scale. More internal chips would lower Meta's reliance on outside semiconductor providers for some tasks, even as sophisticated Nvidia accelerators remain core to its infrastructure. The move follows a wider trend among hyperscalers such as Google and Amazon that have developed specialized processors for AI and cloud computing, and Meta's next test is whether those chips can deliver considerable savings as its AI infrastructure spending keeps growing.

Impact on stocks 4

Artificial Intelligence± Mixed · 4 stocks
Meta Platforms Inc.
META
▲ PositiveSupplyrelevance

Meta plans to boost use of in-house-designed AI chips to cut infrastructure costs and reduce reliance on outside semiconductor providers.

NVIDIA Corporation
NVDA
▼ NegativeCompetitionrelevance

Meta's increased internal chip use would lower its reliance on outside semiconductor providers, though Nvidia accelerators remain core to its infrastructure.

Theme Impact 5

Related news

Tigress Financial Raises Intel Price Target to $145 on Terafab Partnership

Tigress Financial reiterated its Buy rating on Intel and raised its price target to $145 from $118 on September 15, citing the company's Terafab partnership with companies associated with Elon Musk, including SpaceX, Tesla, and xAI, as a strategic boost to its AI foundry ambitions. The initiative is part of an ambitious semiconductor manufacturing project focused on producing advanced chips for artificial intelligence, robotics, autonomous vehicles, and other compute-intensive applications. Intel said in its second-quarter earnings report that it remains well positioned to pursue sustainable growth through advanced packaging and its wafer foundry network, pointing to momentum in Physical AI and robotics with more than 130 customers testing its Core Ultra Series 3 and Core Series 3 processors for edge AI and robotics applications. The partnership's commercial terms, production volumes, and potential revenue contribution have not been fully disclosed, and the principal risk is that it could strengthen Intel's strategic position in foundry manufacturing without generating meaningful financial returns for several years. According to the Insider Monkey database, 138 hedge funds held stakes in Intel at the end of the second quarter, up from 112 funds in the first quarter, with SoftBank Group Corp. and Coatue Management among the notable institutional holders at approximately $12.14 billion and $1.68 billion, respectively, while roughly 152.25 million Intel shares were sold short as of August 31, representing about 3.02% of the public float.
INTC ▲
Semiconductors ▲Robotics & Physical AI Artificial Intelligence ▲
Insider Monkey·1hRead more →
▲2impact 4

Cramer Says Broadcom Has More Orders Than Almost Anyone But NVIDIA

Jim Cramer said Broadcom CEO Hock Tan told him demand for AI compute infrastructure remains extremely strong and durable, with the custom chip designer holding more orders than almost anybody other than Jensen Huang. Cramer's remarks on CNBC center on whether Broadcom can keep capturing custom AI chip orders, and the third quarter earnings released on September 2nd support the growth narrative, with revenue up 86%, AI semiconductor revenue up 221%, and fiscal year 2026 guidance implying 186% annual AI revenue growth. Tan reaffirmed that Broadcom could pull in $115 billion in annual AI chip sales in 2027 and $230 billion in 2028. Still, the fiscal fourth quarter guide left investors wanting more, with $34.8 billion in revenue missing analyst estimates of $35.03 billion and gross margin guided at 73%, a five point annual drop due to a higher mix of XPU sales. Estimates suggest 71% of Broadcom's fiscal 2027 and 2028 XPU deployment could rely on OpenAI and Anthropic, meaning a huge portion of orders might come from firms now calling for a slowdown in AI development. In Q2, 170 out of the 1,006 funds tracked by Insider Monkey held a stake in Broadcom, a slight drop from 163 out of 1,022 funds in Q1, with notable exits including Third Point and Two Sigma Advisors, and the stock trades at a forward P/E ratio of 18 versus NVIDIA's 23.42.
AVGONVDA
Artificial Intelligence ▲Semiconductors ▲
Insider Monkey·10hRead more →
▲

Nvidia Commits $6.5 Billion to Photonics as AI Optical Market Eyes Ninefold Growth

Nvidia has committed at least $6.5 billion to photonics companies over the three months prior to May 2026, including $500 million to Corning for advanced optical connectivity solutions and $2 billion each to Lumentum, Coherent and Marvell, according to CNBC. The impact has been significant, with Marvell shares gaining 183.4% year to date, while Lumentum, Corning and Coherent have advanced 142.5%, 68.8% and 60.3%, respectively. Goldman Sachs projects the total addressable market for optical networking to grow from roughly $15 billion in 2026 to about $154 billion by 2028, a more than ninefold increase. Adoption of co-packaged optics is expected to accelerate starting in 2027, reaching roughly 20% to 30% penetration by 2028, while Mordor Intelligence estimates the global photonics market will reach $1.46 trillion by the end of 2026. Investors seeking diversified exposure can consider the Roundhill Photonics & Optics ETF LYTE, with $254.2 million in assets under management across 19 holdings; the KraneShares Photonic and Optical ETF LUMA, with $9.76 million in net assets; and the Tema Photonics & Optical ETF LAZR, with $94 million in net assets across 27 companies.
AMDCOHRGLWGSLITEMRVL+1
Artificial Intelligence ▲Semiconductors ▲
Zacks Investment Research·14hRead more →
© 2026 MarketDXNews