The AI Disruption: A Long-Term Opportunity

Summary

• Uncertainty regarding AI-driven disruption drove market performance in early 2026, causing investors to sell industries fearing business model replacement while sectors with AI exposure like semiconductors & infrastructure appreciated significantly.
• MSCI Barra & Baron Capital analysis shows a dispersion between AI winners & losers driven by misunderstanding, with AI winners benefiting from generational technology changes & AI losers possessing resilient strengths despite recent valuation declines.
• The software industry experienced a 25% median decline in the first quarter of 2026 with multiples compressing to 10-year lows due to fear rather than deteriorating fundamentals.
• Leading technology companies guided to $650 billion to $700 billion in capital expenditures for 2026, triple the level from two years ago, with the vast majority directed at AI data centers, semiconductors, & networking.
• Broadcom expanded an agreement with Alphabet for next-generation Tensor Processing Units & will supply approximately 3.5 gigawatts of compute capacity to Anthropic.
• Amazon's custom chip business reached a $20 billion annual revenue run rate, representing triple-digit growth rates.
• Anthropic's annualized revenue rate jumped from about $9 billion at year-end 2025 to over $30 billion as of early April 2026 with more than 1,000 enterprise customers spending over $1 million annually.
• OpenAI generated $2 billion in monthly revenue as of the first quarter 2026, with ChatGPT's weekly active user base exceeding 900 million & its coding agent serving over two million users.
• Many software companies possess differentiated proprietary data inaccessible to outside AI applications, allowing them to leverage this data to compound competitive advantages.
• Emerging market companies supply a disproportionate share of memory & leading-edge logic, driving their asset class share of AI spend higher.
• Taiwan & Korea are centers of semiconductor manufacturing, while smaller emerging market companies produce critical components for advanced computing, design, manufacturing, packaging, bonding, & testing.
• China is developing its own AI ecosystem that is a couple of years behind the U.S. due to lack of access to leading-edge semiconductors but has delivered strong results for significantly less capital.
• The Chinese economy offers a large addressable market with exposure to more than a billion consumers & has aggressively followed a roadmap for energy development & production.
• U.S. & China are competing to see which AI ecosystem is adopted by the rest of the world, with regions like Europe, Canada, & Latin America exploring deeper relationships with China.
• Chinese internet service companies are among the largest gaming companies in the world, combining gaming offerings with social platforms to benefit from virtuous network effects.
• Financial subsectors including financial data providers, insurance brokers, & wealth managers faced disruption fears, while financial software & information services companies sold off after Anthropic released specialized Claude Cowork plug-ins.
• Firms embracing transformative technologies in the Financials sector are expected to grow three times faster than traditional banks from 2023 to 2028.
• The Financials sector spent $425 billion on technology as of year-end 2024, more than any other industry, with that figure projected to rise each year.
• Real Estate emerged as an AI winner in the first quarter of 2026, with tangible assets offering greater near-term certainty & lower risk of AI-driven disruption compared to the digital economy.
• Investors purchased asset-intensive businesses including select REITs, homebuilders, & residential building products companies due to structural advantages like well-covered dividends & contracted cash flows.
• Secular themes supporting Real Estate include higher demand for data centers, an aging population boosting Health Care real estate, housing affordability pressures increasing rental demand, suburbanization benefiting retail, & remote work fueling storage needs.
• Providers of information & marketing services to the real estate industries fell due to AI-driven disruption concerns, though many remain high-quality opportunities with solid fundamentals.
• AI workloads are driving explosive demand for data center real estate globally, making such sites extremely valuable due to requirements for power sources, water, favorable regulations, & government support.
• AI's physical manifestation through robotics, chip manufacturing, & supply chain automation will require more industrial facilities to accommodate robotics & on-site servers.
• Office real estate faces mixed long-term prospects as AI-driven automation & hybrid work models may lead to reduced traditional office demand.
• AI infrastructure may reshape regional housing markets, with job loss potentially weakening some residential markets while markets attracting large AI campuses may see housing demand spike.
• AI could lead to greater productivity & lower numbers of workers for companies, running counter to the Federal Reserve's mandate for full employment & potentially resulting in a secular trend toward lower interest rates.
• Health Care accounts for almost a fifth of U.S. GDP in 2024 & encompasses a diverse array of sub-industries.