AI Supercycle Is Real: Empower’s Norton

By Bloomberg Technology

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Key Concepts

  • Relief Rally: A temporary increase in stock prices after a significant decline.
  • Valuations: The process of determining the current worth of an asset or company.
  • Elevated Valuations: When a stock's price is significantly higher than its intrinsic value, often based on future earnings potential.
  • Depreciation Question: Concerns about how the value of assets, particularly GPUs, will decrease over time and its impact on customer balance sheets.
  • Demand Question: Uncertainty about the sustained demand for AI-related hardware and services.
  • GPU (Graphics Processing Unit): Specialized processors crucial for AI computations.
  • Future ERGS (Earnings Per Share): A projection of a company's profitability per outstanding share.
  • AI Supercycle: A period of significant technological advancement and economic impact driven by Artificial Intelligence.
  • Capacity Build: The process of constructing the necessary infrastructure and hardware to support AI development and deployment.
  • CAPEX (Capital Expenditure): Funds used by a company to acquire, upgrade, and maintain physical assets like property, buildings, and equipment.
  • Utilization: The extent to which existing hardware, like GPUs, is being used.
  • Generative AI: A type of AI that can create new content, such as text, images, or code.
  • Hyperscalers: Large cloud computing providers (e.g., Amazon, Microsoft, Google) that operate at a massive scale.
  • Cost Savings: The reduction of expenses for businesses, often an early benefit of technology adoption.
  • Revenue Impact: The increase in income generated by businesses, a later stage of technology adoption.

Discussion on Market Outlook and NVIDIA's Report

The discussion centers on the potential downside risk in the market, particularly concerning technology stocks, and whether NVIDIA's upcoming earnings report will provide clarity or exacerbate existing doubts. Marta suggests that while a relief rally is always possible, current valuations for many tech names are still elevated, indicating that "froth has been taken off the top" but attractive valuations are not yet present.

Key Points:

  • Unanswered Doubts: The market has fundamental questions regarding depreciation and demand for AI hardware that are unlikely to be conclusively answered by NVIDIA's report. These doubts are expected to persist, leading to potential volatility.
  • NVIDIA's Role: NVIDIA's report is considered a "capstone report" and a "macro indicator" with the potential to cause significant market swings (up to 7% either way). The question remains whether it will resolve AI doubts or merely temporarily arrest them.
  • Valuation Metrics: While NVIDIA is trading at approximately 30 times future ERGS, which is not considered extremely elevated in isolation, the broader context of market sentiment and potential for AI's transformative impact is crucial.

Depreciation and Utilization Concerns

A significant point of discussion is the "depreciation question" and its impact on NVIDIA's key customers.

Key Points:

  • Modeling Depreciation: Investors are trying to model the impact of GPU depreciation on the balance sheets of NVIDIA's customers.
  • Utilization as a Soft Data Set: Social media discussions highlight "utilization" as a key metric. If older generation GPUs are running at 100% utilization, it signifies strong demand and a positive problem to have.
  • Focus on 2026-2027 Capacity Build: Marta's team is primarily focused on the expected capacity build in 2026 and 2027. They anticipate that questions around utilization and depreciation will linger as the necessary AI infrastructure is put in place.
  • Conviction in CAPEX: A key question for 2026 will be whether companies continue to show conviction in building out the massive infrastructure required for AI, as evidenced by their CAPEX spending.

AI Adoption and Real-World Impact

The conversation touches upon the pace of AI adoption and the evidence of its real-world impact.

Key Points:

  • AI Supercycle Belief: Marta believes the AI supercycle is real and will have a profound economic impact, despite some skepticism about the extent of AI's transformative capabilities across all applications.
  • Early Days of Adoption: While AI adoption rates are showing faster acceleration compared to historical technological shifts like the internet, the current stage is still considered "very much early days."
  • Generic Commentary: Much of the current commentary around AI from companies is still generic, lacking specific details on how AI is transforming their businesses.
  • Data Points for Impact: Key data points to watch include:
    • Earnings Season Commentary: What companies are saying about AI's impact.
    • Cost Savings: The initial benefit of AI adoption.
    • Revenue Growth: The eventual impact on income, which is currently being seen from hyperscalers.
  • Bloomberg Intelligence Analysis: A Bloomberg Intelligence analysis indicated that only 10% of surveyed companies or individuals are currently using generative AI for revenue generation or new product development.
  • Time for Earnings Impact: Marta emphasizes that it will take time to build the necessary capacity before a broad earnings impact from AI is widely observed.

Conclusion

The discussion highlights a market grappling with uncertainty surrounding the long-term impact and sustainability of AI-driven growth. While the potential for a significant AI supercycle is acknowledged, current valuations are still considered high, and fundamental questions about depreciation, demand, and real-world application remain. NVIDIA's upcoming report is seen as a critical inflection point, but it is unlikely to provide all the answers, suggesting continued market volatility as investors await clearer evidence of AI's transformative economic impact and the build-out of necessary infrastructure.

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