Must Read Research: Semiconductor Signals, AI Scale, and the Power Behind It

Semiconductor Market Outlook

• The global semiconductor index has declined over 14% from recent highs.
  • Historical data indicates average 12-month returns of 44% following similar pullbacks when a recession is avoided, compared to only 12% when a recession ensues.
  • U.S. semis historically gained 49% in non-recession scenarios versus a mere 1% gain during recessions.
  • Current global cycle indicators show no signs of an impending recession.
  • Global earnings provision ratios improved to 1.0, while global semis sit at a four-and-a-half-year high of 1.41.
  • Recovery timelines average eight months following global pullbacks and seven months when recessions do not follow.

AI and Frontier Technology Scaling

• The investment thesis has shifted from experimentation to scalability, driven by tangible productivity evidence.
  • Robot deployment in unstructured environments has accelerated from three and a half months to 12 hours.
  • AI reduced the time to build a portfolio monitoring dashboard to 10 minutes.
  • Costs for due diligence reports have dropped by 99.98% over the last three years.
• Quantum technology is projected to reach commercial relevance within three to five years.
• Specific commercial milestones include:
  • Halion targeting fusion costs of $1 per watt.
  • Matternet projecting a 1,000x increase in U.S. drone deliveries by 2030.
  • AI content creation costs potentially falling to 1% of current levels within two years.
• As content becomes cheap, verification and authenticity are emerging as high-value assets.

Power Infrastructure and Energy Opportunities

• Data center development is currently outpacing grid expansion capabilities.
  • U.S. electricity demand requires an estimated 177 gigawatts of new capacity between 2026 and 2030.
  • Utilities are projected to supply only 93 gigawatts, creating a significant supply shortfall.
• Traditional oil and gas companies are positioned to address this gap by supplying turbines, engines, and on-site natural gas.
  • This approach allows hyperscalers to bypass multi-year grid delays.
  • Currently, only 9% of U.S. data centers possess on-site generation.
• Hyperscalers plan to invest over $5 trillion in infrastructure over the next five years.
  • Key participants include Chevron, Williams, and Kodiak, leveraging natural gas supply and generation expertise.

Emerging Market (EM) Debt Performance

• EM debt has expanded rapidly, growing at an average annual rate of approximately 13%.
  • Local currency debt now comprises 46% of the tradable universe, representing 89% of that specific segment.
• Long-term returns have outperformed major benchmarks, with EM debt delivering nearly 1,011% over three decades.
  • This surpasses the 800% gain recorded by U.S. high yield and significantly exceeds Treasury returns.
• Excess compensation (spreads exceeding actual default losses) is identified as the primary driver of outperformance.
  • Defaults for triple-B-rated sovereigns occur at a rate of approximately 2% over five years, lower than assumed.
• China has evolved into the EM's largest single creditor, complicating debt restructuring.
  • Default resolution timelines have lengthened post-pandemic for cases involving Chinese creditors.