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AFO2024-03-25T13:00:36+00:00

Charting AI's Journey Through Earnings Transcripts

Written by:
Rob Santos
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Rob Santos

Chief Executive Officer

As CEO and founder of Arrowroot Family Office, I specialize in the overall management of the firm. I also work with affluent families on providing bespoke family office services, which include tax-efficient advisory and financial planning, M&A advisory, family governance and process advisory, and philanthropic initiatives.

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Charting AI's Journey Through Earnings Transcripts
Charting AI's Journey Through Earnings Transcripts

You have likely seen headlines and news reports discussing artificial intelligence as a major technological advancement. AI’s potential to transform everyday life has people talking about its use cases and the stock market buzzing about new investment opportunities. The chart below graphs the number of S&P 500 earnings call transcripts that mention the following AI phrases: “artificial intelligence” or “generative AI”. Two notable themes emerge: (1) companies have been discussing AI for over a decade, and (2) the recent number of mentions around AI is slowing.

While the launch of OpenAI’s ChatGPT chatbot in 2022 raised investors’ awareness of AI, companies were already talking about the technology. The first mentions started ten years ago, when a handful of S&P 500 companies mentioned one of the AI phrases in 2014. The number of mentions increased throughout 2016 and 2017 before gradually declining over the next five years. The comments during this period were broad and discussed use cases for the emerging AI field, such as this 2015 comment by Johnson & Johnson, a pharmaceutical company: “Artificial intelligence, machine learning, and advanced sensors are creating new opportunities to take advantage of the best clinical and wellness expertise.” Statements like this show that companies were working on AI in the years before the technology went mainstream.

The number of AI comments surged after the November 2022 release of ChatGPT (yellow bar). For context, 22 companies mentioned one of the AI phases on their Q4 2022 earnings calls. The number of mentions doubled to 45 in Q1 2023, the quarter after ChatGPT’s release. The number of mentions rose to 83 in Q2 2023 and peaked at 127 in Q3 2023. Since peaking, the number of mentions has declined during the past two quarters, with only 102 mentions in Q1 2024. The declining number of comments suggests that the recent hype around AI may be starting to fade. As more companies integrate AI, the question is whether AI is a game changing technology worth the hype or simply another step forward in technology.

Charting AI's Journey Through Earnings Transcripts​
This material contains opinions of the author, but not necessarily those of Arrowroot Family Office LLC or its subsidiaries. The opinions contained herein are subject to change without notice. Forward looking statements, estimates, and certain information contained herein are based upon proprietary and non-proprietary research and other sources. Information contained herein has been obtained from sources believed to be reliable, but are not assured as to accuracy. No part of this material may be reproduced or referred to in any form, without express written permission of Arrowroot Family Office, LLC. There is neither representation nor warranty as to the current accuracy of, nor liability for, decisions based on such information. Past performance is not indicative of future results.
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  • 4553 Glencoe Ave, Suite 200, Marina del Rey, CA 90292
    (833) 224-2249
  • 2 Boars Head Ln, Suite 110, Charlottesville, VA 22903
    (626) 712-2090
  • 1107 Investment Blvd, Suite 160 El Dorado Hills, CA 95762
    (916) 384-0050
  • 725 Barclay Circle, Suite 215, Rochester Hills, MI 48307
    (248) 453-5252
  • 950 Broadway, Suite M100, Tacoma WA 98402
    (253) 858-2427
  • Investment Management
  • 529 Plan
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  • Corporate retirement
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Newsletter

Arrowroot Family Office LLC is a registered investment adviser with the U.S. Securities and Exchange Commission (“SEC”). Registration with the SEC does not constitute an endorsement by the SEC, nor does it imply that AFO has attained a certain level of skill or ability. Content should not be construed as legal or tax advice, AFO is not engaged in the practice of law or accounting.


AFO Form ADV (Part 2A & Part 2B)

AFO – ADV Part 3 Form CRS

    Terms & Condition | Privacy Policy | Web Accessibility

Copyright © 2025 Arrowroot Family Office – All rights reserved.

  • 4553 Glencoe Ave, Suite 200, Marina del Rey, CA 90292
    (833) 224-2249
  • 2 Boars Head Ln, Suite 110, Charlottesville, VA 22903
    (626) 712-2090
  • 1107 Investment Blvd, Suite 160 El Dorado Hills, CA 95762
    (916) 384-0050
  • 725 Barclay Circle, Suite 215, Rochester Hills, MI 48307
    (248) 453-5252
  • 950 Broadway, Suite M100, Tacoma WA 98402
    (253) 858-2427

Services

  • Investment Management
  • 529 Plan
  • IRA
  • 403(b)
  • 401(k)
  • Corporate retirement
  • Retirement Planning
  • Tax Planning
  • Estate Planning
  • Financial Planning

Calculators

  • Traditional IRA Calculator
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Links

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  • Join Arrowroot
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Newsletter

Arrowroot Family Office LLC is a registered investment adviser with the U.S. Securities and Exchange Commission (“SEC”). Registration with the SEC does not constitute an endorsement by the SEC, nor does it imply that AFO has attained a certain level of skill or ability. Content should not be construed as legal or tax advice, AFO is not engaged in the practice of law or accounting.

AFO Form ADV (Part 2A & Part 2B)

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Copyright © 2025 Arrowroot Family Office – All rights reserved.

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