vernon
@vernon
Alexandr Wang
Chief AI Officer at Meta, Founder of Scale AI
2/ in muse, this shows up at as a 2.4x reduction in forgetting critical information and a 67% better at seeing everyday tasks through when things don't go to plan x.com
AlvaSupportsAccording to the company, Muse forgets key information 2.4 times less often and its task execution when responding to unexpected events improves by 67%, supporting the view that Meta is improving the reliability and product competitiveness of its AI agents.Kristopher E. Moldovan
Executive Vice President and Chief Financial Officer of Vistra
Looking beyond 2027, the actions we've already taken to date, including our agreement with Meta for operating capacity at Davis-Besse, and the completion of our Permian Peakers, provide line of sight to continued growth through the end of the decade.
AlvaSupportsThe agreement with Vistra on Davis-Besse’s operating capacity provides electricity supply support for Meta’s computing capacity expansion, strengthening the feasibility of infrastructure investment.
Walter Bloomberg
Financial news account covering global markets, economic data and geopolitics
Morgan Stanley estimates that 12 gigawatts of planned US data-center capacity could face delays by 2030 following Democratic midterm victories. ... 2027 projects: Largely unaffected ... The bank expects new state-level requirements, particularly in Texas and Ohio, to slow project approvals. x.com
AlvaChallengesAn estimated 12 GW of U.S. data center capacity could be delayed through 2030, signaling medium-term permitting risks for Meta’s expansion; projects in 2027 are largely unaffected, with the risk mainly involving construction timelines.
Lisa Abramowicz
Co-host of Bloomberg Surveillance on Bloomberg Television
We've seen Meta come to market both in The United States and in Europe. youtube.com
AlvaSupportsRaising funds in the U.S. and European bond markets shows that Meta can tap multiple markets to support its ability to finance its substantial capital expenditures.
Teddy Schleifer
New York Times journalist covering billionaires and power
There is gonna be obviously a Democratic majority in both chambers, which are gonna be not as pro AI and not as pro data center as the Republican majorities that this industry has enjoyed for the last two years. ... There's gonna be guardrails now in a way that there wasn't at least in terms of legislation. And there's gonna be investigations too. podcasts.apple.com
AlvaChallengesThey expect Democrats to strengthen legislative constraints and investigations related to AI and data centers after taking control of both chambers of Congress, increasing federal policy headwinds for Meta’s expansion; the specific measures remain their assessment.Mandeep Singh
Global Head of Technology Research at Bloomberg Intelligence
I don't think the pace of AI will change in a big way in terms of what companies are looking to do. ... I would expect, if there are moratoriums, then it could even impact your CapEx numbers for 2027. I'm not even going to 2028. 2027 CapEx could be revised lower by 5% to 7%. podtrac.com
AlvaMixedAI investment appetite remains resilient, but if Texas pauses data center construction, the capital expenditure of related companies could be revised down by 5% to 7% in 2027, increasing the risk of delays to Meta’s expansion; this estimate reflects an industry scenario.
Sravan Kundojjala
Semiconductor Analyst at SemiAnalysis
[AMD] First Helios and MI455X revenue in 3Q. Anthropic, Meta, Microsoft, OAI and Oracle; 2027 ramp x.com
AlvaSupportsMeta was named as a customer for AMD’s next-generation AI systems. The products have begun contributing revenue and are expected to ramp up in 2027, supporting expectations that Meta will broaden its sources of AI computing capacity and advance infrastructure development.
Kailey Leinz
Washington-based co-anchor of Bloomberg: Balance of Power
Gubernatorial victories have also gone to Democrats in a number of critical states, including in Texas and Georgia. Important because those two are two of the epicenters of the data center build out and both of the Democratic candidates campaigned in part on a platform of reining in data centers or at the very least slowing their development until more clear rules to protect the communities into which they are going are in place. podtrac.com
AlvaChallengesWinning candidates in Texas and Georgia have called for tightening or slowing data center construction, creating potential policy headwinds for Meta’s data center expansion; these remain campaign proposals, and their actual impact is uncertain.Walter Bloomberg
Financial news account covering global markets, economic data and geopolitics
Former New York Fed President Bill Dudley warns that AI infrastructure investment could exceed $10 trillion, potentially creating massive overcapacity. ... Dudley estimates that only 2–3 of today's 7–8 aspiring AI hyperscalers may ultimately dominate the market. ... AI infrastructure could require over $3 trillion in annual revenue to justify its investment costs. x.com
AlvaChallengesEstimates of investment scale, required revenue, and the number of eventual winners highlight the risk of excess capacity and inadequate returns facing major AI investors such as Meta, undermining expectations that heavy capital spending will translate smoothly into returns; this is an industry-level forecast.
Jeff Pu
Technology Equity Analyst at GF Securities
•FCF strain (Amazon still spending, Alphabet TPU builds, Oracle turning positive in 2H28 by cutting capex, Meta potentially negative) drives 2028 capex growth down to +16% YoY x.com
AlvaChallengesCapital expenditure pressure is expected to potentially push Meta’s free cash flow into negative territory, weakening the bullish rationale that it can maintain its cash-generating capacity during its AI expansion; this is an analyst forecast.
Olivia Moore
Partner at Andreessen Horowitz
But even more importantly, more than 500M SMBs use Meta for marketing. ... And, the early Muse user base has shown a willingness to purchase via agents. 25% have completed a transaction via Muse, with average purchase size over $200. And, the top activity on Muse is shopping x.com
AlvaSupportsMeta’s vast marketing base among small and midsize businesses, together with the early user transaction performance of Muse described in the article, supports the potential for Meta to turn its existing distribution advantage into AI commerce growth; the gains from offering merchants exposure through agents remain conditional.Ranjan Roy
VP, Industry Lead for Retail at WRITER, Co-author of Margins
Meta, their ads format is not going anywhere. It's only gonna get more and more valuable. People are still gonna scroll through Instagram and Facebook and see ads within there. ... That open ecosystem of advertising is probably the most ready to be disrupted already, whereas it puts Meta and Amazon in a much better position. podcasts.apple.com
AlvaSupportsMeta’s closed-ecosystem advertising business is less dependent on website referrals that could be weakened by AI search, making it more resilient than advertising models that rely on open-web traffic.Mandeep Singh
Global Head of Technology Research at Bloomberg Intelligence
So if I were to compare just the Google search growth with... Meta's ad revenue growth, it was half of Meta. So clearly they have a problem when it comes to growing the ad side of the business relative to Meta. podcasts.apple.com
AlvaSupportsMeta’s advertising growth advantage over Google Search supports a bullish view that its core advertising business is highly competitive and has strong growth momentum.Dan Bin
Chairman of Shenzhen Oriental Harbor Investment; Chinese value investor
Via: Bloomberg reports that Meta’s $25 billion stock offering was 5x oversubscribed, and the company plans to raise a total of $98 billion for AI spending. ... $98 billion would mean total shares outstanding increasing by 4.8% to 6.5%, turning Meta from an aggressive share-buyback company into a net equity issuer to fund AI expansion. ... Ongoing share issuance could limit valuation multiple expansion, but would not trigger a major collapse in confidence, as the move is accompanied by a strong narrative around the launch of its Agentic AI “Muse Wonder,” while growth in the core advertising business and AI monetization remain robust. xueqiu.com
AlvaMixedThe financing plan reported by Bloomberg has not been confirmed by the company. If implemented, share dilution and the shift from buybacks to net issuance would weaken shareholder returns and constrain valuation expansion; the text also judges that core advertising growth and AI monetization remain robust, supporting the bullish thesis.
Jason Calacanis
LAUNCH founder and early-stage startup investor
All this hand-wringing over capex from Facebook, Microsoft, Google and other new entrants is unnecessary. ... When products are this good and improving this fast, we won't overbuild; if anything, we'll be constrained by physics and regulation. ... Earnings will be absurd in the next five years, as companies like Microsoft, Uber, Tesla, Robinhood, and Meta have revenue per employee DOUBLE every 3-4 years. x.com
AlvaSupportsHe believes that product improvements and the trend of revenue per person doubling every three to four years will support future earnings at companies such as Meta, bolstering the bullish case that AI capital expenditures can generate returns; this is his forecast.
FUNDA
Research Platform for Public Equity Investors
Meta is taking North American ad budget share from Google in verticals such as travel, automotive, and financial services. These have historically been areas of weakness for Meta. Even before Muse began contributing purchase intent data, Meta was already systematically improving its algorithms in these verticals. This is also reflected in Meta’s earnings, with its North American growth accelerating by 10% this quarter. x.com
AlvaSupportsThe research suggests that algorithm improvements are helping Meta capture North American advertising budgets from Google in areas where it was previously weaker, such as travel, automotive, and financial services, supporting the view that its advertising competitiveness continues to strengthen.