Meta's Credit Outlook Downgraded Over Heavy AI Spending

Key Takeaways

• S&P changed Meta's AA- credit outlook to negative on October 30, 2026, citing concerns over heavy AI spending and rising debt.
• Meta expects $135 to $145 billion in capital spending for 2026 and reported a free cash flow deficit of $2.12 billion in Q3.
• 72% of Americans oppose having an AI data center in their local area, according to a Pew Research Center poll.
• NVIDIA partnered with six Wall Street firms to mobilize over $500 billion in third-party capital for AI infrastructure.
• Core Scientific's colocation revenue jumped to $136.7 million, with AMD committing to 530 megawatts under 15-year leases worth over $14 billion.
• Celestica raised its 2026 guidance to expect 69% revenue growth to $21 billion, with its CCS segment revenue up 102%.
• Marvell Technology is guiding to roughly $12 billion in fiscal 2027 revenue and expects its custom business to more than double by fiscal 2028.
• Samsung warned that AI memory chip demand will outpace production through 2027 as hyperscalers expand data centers.
• Amazon's Q3 ad revenue reached $19.637 billion, up 12% excluding currency effects, though growth slowed from Q2.
• AI agents from Meta and OpenAI still rely on human workers to complete tasks involving real-world judgment and phone calls.

S&P cuts Meta's credit outlook to negative over AI spending

S&P Global Ratings changed Meta's AA- credit outlook to negative on October 30, 2026. The agency cited Meta's heavy AI spending and rising debt levels. S&P said Meta may not make enough money from AI to cover those costs. Meta disagreed and said its credit profile remains strong. S&P expects Meta's spending to reach US$140 billion this year and rise to over US$225 billion in 2027.

S&P downgrades Meta's credit outlook to negative

S&P Global Ratings downgraded Meta Platforms' credit outlook to negative on October 30, 2026. The change reflects pressure on Meta's balance sheet from high capital spending on artificial intelligence. S&P said Meta's ability to profit from AI investments is more limited than other tech companies. The downgrade is not active yet but signals a possible future cut.

S&P gives Meta negative outlook amid rising AI costs

S&P Global Ratings moved Meta's outlook to negative on October 30, 2026. The agency is worried about Meta's rising capital spending and negative free cash flow from AI investments. Meta forecast US$135 to US$145 billion in capital spending for 2026 and reported a free cash flow deficit of US$2.12 billion in the third quarter. S&P expects cash flow deficits to grow to US$39 billion in 2026 and US$71 billion in 2027. Meta disputed S&P's concerns and said it sees strong business opportunities ahead.

S&P puts Meta's credit rating outlook on negative watch

S&P lowered the outlook on Meta's AA- credit grade to negative on October 30, 2026. The ratings agency pointed to Meta's large spending on AI infrastructure and data centers. S&P said it is unclear when Meta's AI investments will bring in enough revenue to cover costs. Meta's leverage could rise above 1.0 times as early as 2027. Meta's leadership has said it will keep investing aggressively in AI.

Seven things to know about Meta's AI spending and credit warning

S&P Global Ratings changed its outlook on Meta to negative on October 30, 2026 over AI spending concerns. Meta's AA- rating did not fall but the negative outlook means a downgrade could come later. Meta expects US$135 to US$145 billion in capital spending for 2026. The company still made a quarterly profit of US$9.86 billion but had negative free cash flow of US$2.12 billion. Meta believes it can make strong returns from AI. Investors will watch future results to see if the AI bet pays off.

Poll shows most Americans oppose AI data centers in their communities

A Pew Research Center poll found that 72% of Americans do not want an AI data center in their local area. The survey of 1,202 adults was conducted between April 26 and May 8, 2023. Many people worry about the environment, noise, and property values. About 55% of Americans believe AI will have a negative impact on society, and 45% fear it will cause job losses.

Americans fear AI data centers and machine learning replacing jobs

A recent poll found that 72% of Americans oppose having a data center in their area. Many people are worried about the environment, public health, and local jobs. The survey also found that 61% of Americans are concerned about machine learning replacing human workers. The findings show growing unease about the role of AI in society.

Celestica stock could rise 144% as AI infrastructure business grows fast

Celestica is a contract electronics manufacturer whose AI-related business is growing very quickly. Its Q3 revenue rose 83% year over year to $5.83 billion, and its CCS segment revenue grew 102%. The company serves customers like AMD, Broadcom, and Intel. Celestica raised its 2026 guidance, expecting 69% revenue growth to $21 billion. Its stock trades at 14 times forward earnings, the same as Nvidia.

Marvell Technology could see big growth as an AI data center stock

Marvell Technology is a semiconductor company focused on AI data center buildout. Its CEO Matt Murphy says the company could reach $500 per share by 2030 if certain goals are met. The stock currently trades at $249.92, which is 24.2% below its 52-week high of $329.73. Marvell expects its custom business to more than double year over year in fiscal 2028. The company is guiding to roughly $12 billion in fiscal 2027 revenue.

Samsung warns AI memory shortage will get worse through 2027

Samsung says demand for AI memory chips will continue to outpace production through 2027. Jaejune Kim, executive vice president of memory at Samsung, said investment in AI server infrastructure will accelerate as major hyperscalers expand their data centers. Samsung's memory business achieved record-breaking quarterly revenue and operating profit in the third quarter. The company expects AI infrastructure capital expenditure to reach a historic level.

Zeta Global and Commerce stocks fall on tech earnings worries

Zeta Global fell 6.1% and Commerce fell 6% after weak earnings reports from Amazon and Intel. Investors worry about heavy AI spending and cash burn across tech. The drops followed earlier disappointing reports from Alphabet and ServiceNow. Zeta Global is up 53.2% year to date but trades 10.6% below its 52-week high.

NVIDIA teams with Wall Street firms for $500 billion AI compute push

NVIDIA signed agreements with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to mobilize over $500 billion in third-party capital for AI infrastructure. The deal treats GPUs like a Wall Street asset class similar to real estate. It creates a need for workers who can value and govern AI investments. The article outlines seven lessons for AI training partners in 2027.

Core Scientific pivots from Bitcoin mining to AI data centers

Core Scientific is shifting from Bitcoin mining to AI colocation after emerging from bankruptcy in January 2024. Its colocation revenue jumped to $136.7 million from $10.6 million a year earlier. The company has about 1.1 gigawatts of contracted power capacity representing over $24 billion in future revenue. AMD committed to 530 megawatts across five sites under 15-year leases worth more than $14 billion.

Amazon Q3 ad revenue hits $19.64 billion amid AI buying shift

Amazon reported Q3 advertising revenue of $19.637 billion, up 12% excluding currency effects from $17.703 billion a year earlier. Growth slowed compared to Q2's $19.809 billion partly because Prime Day moved to the second quarter. Amazon expects high-teens year-over-year ad revenue growth in Q4 excluding exchange effects. The company says these forecasts do not measure advertiser return on investment.

Humans still handle tasks behind some AI agents

AI agents from companies like Meta and OpenAI still struggle with actions involving phone calls and real-world judgment. Startups like Dazzle AI, Duckbill and Wajo AI use human workers to complete tasks when AI fails. Dazzle AI founder Marissa Mayer described an agent confusing window glass with tabletop glass. Duckbill provides an API so companies can route difficult tasks to human contract workers.

Sources

• Meta’s rating outlook cut to negative by S&P on AI spending
• Meta’s Credit Rating Outlook Downgraded to Negative by S&P
• Meta Faces Negative Outlook from S&P Global Amid Rising AI Investment Costs
• Meta’s Credit Rating Outlook Downgraded to Negative by S&P
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