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@tjrobertson52 TikTok profile avatar

@tjrobertson52 source record

AI that's "almost as good" is worthless now. The only tools that matter are ones that actually beat humans. đź‘€ Where do you think the bar lands? #AI #AIAutomation #Tech2026 #AITools

2026-04-15published
tiktokplatform
2public insights

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Public Evidence Excerpt

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Has anyone else noticed that we've had AI that's about as good as humans at a lot of things for a while now? Almost no reputable companies are actually automating much with AI. And why is that? Well, I think it's because we're learning that about as good as a human isn't good enough if it's not at least as good of a human. It just feels like AI. It feels cheap, feels impersonal. As AI just becomes more capable and people become more aware of what AI can do, our expectations go up. We have higher expectations for our software and higher expectations for humans. What seemed magical two years ago is just standard today. So your vibe coded SAS product that can do an SEO audit of my website almost as well as a human can or can evaluate my tax return almost as well as a real accountant has effectively seen its value drop to zero. We've reached a point where the only AI tools or processes t

Related Passages

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These are public discovery snippets linked to the same source record. A snippet can end early when the public page keeps only short evidence context.

Has anyone else noticed that we've had AI that's about as good as humans at a lot of things for a while now? Almost no reputable companies are actually automating much with AI. And why is that? Well, I think it's because we're learning that about as good as a human isn't good enough if it's not at least as good of a human. It just feels like AI. It feels cheap, feels impersonal. As AI just becomes more capable and people become more aware of what AI can do, our expectations go up. We have higher expectations for...
r standards for what an AI tool needs to do to have any value are going to continue to go up very quickly. So we're past the days where you can just vibe code a cool project over the weekend and impress everyone. But if you have real domain expertise and you're willing to put in the time, 2026 seems to be the inflection point.

Public Insight Cards

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AI tools that are only “almost as good as a human” may lose value as user expectations rise; valuable tools need to outperform humans on the target task.

AI products / quality threshold · asserts

Has anyone else noticed that we've had AI that's about as good as humans at a lot of things for a while now? Almost no reputable companies are actually automating much with AI. And why is that? Well, I think it's because we're learning that about as good as a human isn't good enough if it's not at least as good of a human. It just feels like AI. It feels...

Open

Building high-value AI processes requires domain expertise and many hours of iteration, not only vibe-coded prototypes.

AI workflow / domain expertise · asserts

Has anyone else noticed that we've had AI that's about as good as humans at a lot of things for a while now? Almost no reputable companies are actually automating much with AI. And why is that? Well, I think it's because we're learning that about as good as a human isn't good enough if it's not at least as good of a human. It just feels like AI. It feels...

Open