The Existential Spending Battle | Adrian Helfert on What You’re Missing in the AI Arms Race

Excess ReturnsAbout 4 min readDec 30, 2025Watch original
THE SUMMARYAI-generated

Key Concepts

  • Technological Disruption & AI: AI is a significant driver of productivity and economic change, impacting valuations and creating both opportunities and risks.
  • Market Concentration: The “Magnificent Seven” tech companies dominate the S&P 500, presenting concentration risk.
  • Macroeconomic Outlook: Recession risk is currently lower than historical averages, with technological innovation acting as a disinflationary force. The Federal Reserve’s dual mandate and potential policy shifts are key factors.
  • Portfolio Construction: A tactical, dynamic approach to portfolio allocation is crucial, moving beyond the traditional 60/40 model, with increased allocation to private capital and active income generation strategies.
  • Investment Framework: Westwood utilizes a three-bucket framework (capital appreciation, event risk, income) to guide investment decisions.

Investment Framework & Market Overview

Westwood categorizes securities into three buckets: capital appreciation (companies exceeding revenue expectations), event risk (opportunities from M&A, particularly benefiting from deregulation), and income (dividend yield, enhanced with strategies like covered calls). The firm is particularly focused on event risk opportunities. A key concern is the market’s high concentration within the “Magnificent Seven” tech companies, comprising over 50% of the S&P 500. While acknowledging tech’s importance, caution is advised against extrapolating current growth indefinitely. Significant capital expenditure ($7-8 trillion estimated by 2030) in data centers and AI optimization is expected, justifiable if productivity gains (potentially 20% over 5 years, adding $10 trillion to global productivity) materialize.

The Impact of AI & Valuation

Artificial Intelligence (AI) is reshaping company valuations, making traditional metrics like discounted cash flow less relevant for rapidly growing companies. The focus is shifting to short-term growth and efficient utilization of intangible assets. Companies like Nvidia, with 75% gross margins, exemplify this trend. A distinction is made between “native AI” companies (built from the ground up with AI) and those adapting AI, with the former potentially possessing a competitive advantage. Covered calls are being used to capitalize on implied volatility and boost yields, such as on Google, potentially yielding 6-7% versus a 30 basis point dividend.

Macroeconomic Conditions & Federal Reserve Policy

The speaker expresses skepticism about traditional recession indicators like the SOM Rule (yield curve spread) and believes the Federal Reserve should equally prioritize both inflation and employment. Lower inflation is anticipated due to technological innovation acting as a disinflationary force, estimating a recession probability of less than the average 25-30%. The US economy is believed to have enough positive impulses to avoid a near-term downturn, but monitoring debt market excesses is crucial. The Fed has tools to mitigate downturns (interest rate cuts, balance sheet expansion) but should avoid prioritizing full employment at the expense of price stability. The speaker hopes the Fed will adhere to its dual mandate without prioritizing one goal over the other. There’s a growing acceptance of 2.9% or even 3% inflation as potentially acceptable, with “easing” now considered the “new neutral.”

Portfolio Strategy & Diversification

The traditional 60/40 portfolio (60% equities, 40% bonds) faced challenges in 2022 due to rising interest rates. A tactical approach is advocated, actively adjusting the portfolio based on market conditions. Incorporating more liquid markets and allocating to private capital is recommended, noting the increasing number of private companies with valuations comparable to public securities (e.g., Tesla, SpaceX). Westwood’s Income Opportunity Fund is designed to capitalize on these private market opportunities. While the 60/40 model may remain broadly appropriate long-term, a reduced bond allocation and tactical overlay are essential.

Tactical Adjustments & YLBW ETF

Tactical adjustments should be fundamentally driven, focusing on “winds of change” and falling interest rates. Specific moves include considering emerging markets (previously avoided due to US exceptionalism), adjusting sector & factor biases, and recognizing historically stretched valuations. Westwood launched the YLBW ETF, a multi-asset strategy combining equities and corporate bonds with a covered call overlay, aiming for consistent income generation and risk reduction by shortening interest rate duration. YLBW actively selects securities with appreciation potential and generates income through covered calls. Investors can access detailed holdings information. An example of an HPQ bond with a 6.1% annual coupon was used to illustrate the difference between coupon rate and yield to worst.

Contrarian View & Future Outlook

A contrarian viewpoint is offered: opportunities for price discovery will increase due to technological innovation, particularly AI. AI will empower analysts who ask the right questions, leading to greater market inefficiencies and opportunities for skilled investors leveraging fundamental analysis and subjective judgment. The speaker believes the Federal Reserve retains independence despite internal disagreements, but anticipates an easing monetary policy for at least the next year, potentially longer.

Conclusion

The current market landscape is characterized by technological disruption, particularly from AI, and macroeconomic uncertainty. A dynamic, tactical approach to portfolio construction is crucial, moving beyond traditional models like the 60/40 portfolio. Focusing on income generation, private capital allocation, and identifying opportunities created by AI-driven market inefficiencies will be key to long-term investment success. The Federal Reserve’s policy decisions and the evolving macroeconomic environment will continue to play a significant role in shaping market outcomes.

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