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Asset Class ETF Picking by AI Panel

Steve LeCompte | | Posted in: Investing Expertise, Strategic Allocation

Is the evolving set of artificial intelligence (AI) platforms based on large language models interesting as asset class allocation advisors? Are they monolithic, or diverse? As a simple exploration, we pose to each of Grok, ChatGPT, Claude, Perplexity and Gemini the following two prompts regarding the 12 asset class exchange-traded funds (ETF) considered in the Simple Asset Class ETF Value Strategy (SACEVS) and the Simple Asset Class ETF Momentum Strategy (SACEMS):

  1. Using all training and real-time data available to you, please provide your unique view on whether investing in each of the following ETFs is favorable, neutral or unfavorable for the balance of 2026: SPY, IWM, QQQ, EFA, EEM, TLT, LQD, BIL, EMB, VNQ, GLD and DBC. Do not provide any explanations.
  2. Which three of your ETFs with favorable views work best together as a diversified set?

We then compare and contrast results from AI panel members. Using responses to the two prompts as posed in late May 2026, we find that:

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