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How I “Broke” ChatGPT By Paul Salyards

by Braintrust2023 | June 19, 2025 | Categories: General,

I broke ChatGPT.

Well, not for everyone…but it completely shut down on me. Zero output after 6+ hours of working with it and waiting.

This experience perfectly illustrates why we can’t rely too heavily on AI for answers or miracles. I’m seeing more discussion about Gen AI’s limitations around original thinking, creativity, and fundamental learning (check out Krys Boyd‘s Think podcast or recent posts by former Kalypso: A Rockwell Automation Business colleagues Steve Hurst and Vesy Ivanova below).

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While writing a recent white paper with Noel Sobelman, I used AI to identify examples supporting our core message. The problem? When we fact-checked, almost all the sources were broken or potentially fabricated—classic hallucinations.

When I asked ChatGPT to verify sources and find valid replacements, it crashed. After 6 hours of “amazing output coming soon” messages and apologies, I gave up and manually researched everything case-by-case using different platforms.

The lesson? Always ???????????????????? ???????????????? ????????????????  and ???????????????????? ???????????????? ???????????????????????????????? ???????????? ????????????????????????????????.

Have you experienced similar AI breakdowns?

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·      Noel and my Article on AI for CPG Innovation: https://lnkd.in/g7NFRBjP
·      Vesy’s Post: https://lnkd.in/gGmGJKKM
·      Steve’s Post: https://lnkd.in/gdeSpgnH
·      Think Episode: https://lnkd.in/gb_dxDFh

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Lodestone Innovation is a brain trust of experts in innovation, branding, and marketing. With global executive experience leading some of the most recognized companies and brands in the world, we transform organizations into innovative, brand-driven, growth-focused successes. We do it in close partnership and advisory roles as well as by rolling up our sleeves in augmented leadership positions.

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Oleta Lane Salyards
(469) 853-7671
Oleta@lodestoneinnovation.live-website.com

Paul Salyards
(214) 415-4193
Paul@lodestoneinnovation.live-website.com

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