back
Get SIGNAL/NOISE in your inbox daily

Vanguard’s global chief economist Joseph H. Davis has released new research suggesting that if artificial intelligence truly revolutionizes productivity, its benefits will extend beyond tech giants to traditional value stocks across all sectors. His proprietary model assigns a 45-50% probability to an “AI transforms” scenario where technological breakthroughs drive faster economic growth, compared to a 35-45% chance of disappointing AI adoption leading to economic stagnation.

What you should know: Vanguard’s economic model projects two drastically different investment landscapes over the next decade, with dramatically different asset class performance depending on AI’s actual impact.

  • In the optimistic “AI transforms” scenario, the S&P 500 would deliver 9.8% annualized returns from 2026-2035, while 10-year Treasuries would return 3.9%.
  • In the pessimistic “deficits dominate” world where AI disappoints, bonds would outperform with 6.5% returns versus just 2.3% for stocks during what Davis calls “a miserable decade for the stock market.”

The big picture: Rather than betting exclusively on AI winners, Davis advocates for a diversified approach that includes beaten-down value stocks, arguing that true AI revolution would benefit mundane companies and create entirely new industries.

Why this matters: The research challenges the conventional wisdom of concentrating investments in obvious AI beneficiaries, suggesting that broad diversification could protect investors regardless of which scenario unfolds.

  • “You don’t have to pick sides, you don’t have to be a hero,” Davis explained, emphasizing that classic diversification strategies remain effective even in an AI-transformed world.
  • The model specifically accounts for competing forces between technological advancement and demographic challenges like aging populations and rising fiscal deficits.

What they’re saying: Davis frames the uncertainty in stark terms about the economic future.

  • “There are two paths, but only one’s going to play out,” he told The New York Times.
  • His analysis suggests that artificial intelligence represents part of a broader “tug of war between artificial intelligence and an aging society” that will determine investment returns for the next decade.

Key details: The Vanguard model focuses on how AI adoption could fundamentally transform productivity across industries rather than just benefiting technology companies.

  • Davis’s book “Coming Into View: How A.I. and Other Megatrends Will Shape Your Investments” takes a decades-long perspective on these economic shifts.
  • The research specifically targets investors using broad index funds who hold only U.S. securities, providing tailored projections for this common investment approach.

Recent Stories

Oct 17, 2025

DOE fusion roadmap targets 2030s commercial deployment as AI drives $9B investment

The Department of Energy has released a new roadmap targeting commercial-scale fusion power deployment by the mid-2030s, though the plan lacks specific funding commitments and relies on scientific breakthroughs that have eluded researchers for decades. The strategy emphasizes public-private partnerships and positions AI as both a research tool and motivation for developing fusion energy to meet data centers' growing electricity demands. The big picture: The DOE's roadmap aims to "deliver the public infrastructure that supports the fusion private sector scale up in the 2030s," but acknowledges it cannot commit to specific funding levels and remains subject to Congressional appropriations. Why...

Oct 17, 2025

Tying it all together: Credo’s purple cables power the $4B AI data center boom

Credo, a Silicon Valley semiconductor company specializing in data center cables and chips, has seen its stock price more than double this year to $143.61, following a 245% surge in 2024. The company's signature purple cables, which cost between $300-$500 each, have become essential infrastructure for AI data centers, positioning Credo to capitalize on the trillion-dollar AI infrastructure expansion as hyperscalers like Amazon, Microsoft, and Elon Musk's xAI rapidly build out massive computing facilities. What you should know: Credo's active electrical cables (AECs) are becoming indispensable for connecting the massive GPU clusters required for AI training and inference. The company...

Oct 17, 2025

Vatican launches Latin American AI network for human development

The Vatican hosted a two-day conference bringing together 50 global experts to explore how artificial intelligence can advance peace, social justice, and human development. The event launched the Latin American AI Network for Integral Human Development and established principles for ethical AI governance that prioritize human dignity over technological advancement. What you should know: The Pontifical Academy of Social Sciences, the Vatican's research body for social issues, organized the "Digital Rerum Novarum" conference on October 16-17, combining academic research with practical AI applications. Participants included leading experts from MIT, Microsoft, Columbia University, the UN, and major European institutions. The conference...