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I personally think people were "burned" by the whole NFT situation. During the NFT "hype" a year or two ago, a lot of companies were slow to get on board with releasing NFT products, and so they missed the bubble entirely. NFTs are, of course, silly but if they did take off, companies would have loved to have been part of the boon.
Fast forward to now and you have AI bros shilling AI in the same way cryptobros were shilling NFTs. However, this time it's different! They have results, they have technology. Microsoft is on board! They have fancy tech demos which are not staged at all! If you didn't have experience with the technology and limitations, you would be lead to believe that this is the same as the NFT bubble, but it's actually going to be a real technology rather than snake oil.
I think there's also the issue that it takes a long time to bring a product to market. Imagine you've spent millions developing software and hardware for your AI coffee machine or whatever and it turns out that there's no market demand. You can't really turn to your stakeholders and say "oops, we made a mistake and have to cancel this product. Sorry!", you have to finish the product and try to recoup losses where you can. That's why there's all these weird posts advertising AI products - they can't just not release a product, and AI bros might be tempted to buy it.
I also wonder if the whole AI hate is bias due to us being here on mastodonlemmy... We tend towards fairly cynical people who are critical towards new technology and corporations. Maybe actual consumers who aren't online all day and clued into the tech scene are wowwed by AI. I've certainly seen people here casually remark that they use ChatGPT and Copilot.
You're essentially describing FOMO. The hype bros are telling the CEOs "if you don't offer AI then your competition will, and they'll take all your customers."