this post was submitted on 23 Jul 2026
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Funny thing is that we have multiple examples of these AI fine-tunes backfiring spectacularly.
For example all the Grok fails on Xitter, and Elon promising to fix those results constantly, without any of those sticking.
I think the bigger problem is that there's a segment of the population that's gotten so dependent on "AI" (LLM chatbots), they literally can't learn without it. Even the most mundane things they could've easily looked up via a search engine, end up as a question to ChatGPT. And no matter how many times you show them that the chatbot gave insanely wrong results, they're still going to use it.
Search engines have been evolving toward chatbots for 20+ years. Ever since they started fighting back against SEO, search engines became more and more opinionated about what they were going to serve and what they were going to ignore. Of course, along the way, most of the advertising supported ones slowly (and not so slowly) succumbed to the financial pressure of a little quid-pro-quo or we take our money elsewhere...
LLMs are going to go the same way, probably much faster. Some, like Grok, didn't need any pressure put on them at all. https://www.npr.org/2025/07/09/nx-s1-5462609/grok-elon-musk-antisemitic-racist-content