Why is AI considered "bad"? - 1/14/2026

Summary

Many people feel that texts and images created using generative AI are somehow thin and cluttered. Large corporations have responded to this feeling by saying, "It's just a matter of how you name it." This article explores this misunderstanding and explores why correcting the language doesn't improve the experience. A decline in quality is not a coincidence, but a systemic necessity. Changing the name doesn't change the contents of the plate. This structure is unravelled through everyday metaphors.

Keywords

Generative AI, word manipulation, quality degradation, platform

Texts that taste somewhat similar

Open search results. Read the article. It's not bad, but the moment you finish reading it, nothing remains. Have you had an experience like this recently? The vocabulary is well-defined. The grammar is correct. Yet, it feels like something you've read somewhere before. It's like a dinner table filled with various frozen foods. It fills your stomach, but it leaves no lasting impression.

This feeling has a convenient name: "bad food." It's a term used to describe the bland text and images mass-produced by generative AI. However, some people are dissatisfied: the creators.

Will changing the way we say things improve the content?

One company argued that the name was unfair, ignoring effort and potential. Words certainly influence people's impressions. But consider this: If you don't like the food at a restaurant, would the next dish change if you stopped calling it "bad"?

What's happening here isn't a discussion of how food is made, but rather a rewrite of the menu. If the system for mass, quick, and uniform production remains the same, the resulting flavors will be similar. Even if you refine the name, your tongue's memory is honest.

A system that prioritizes quantity = repetition of similar flavors.

Why bland flavors continue to prevail.

The reason is simple: Making more and serving more creates a more lively atmosphere. Lively atmosphere attracts more people. More is more. And so, similar dishes snowball. A hundred safe dishes are better for filling a shelf than one dish with a strong personality.

As a result, the person choosing grows weary. "If they're all the same, it doesn't matter." This resignation further encourages bland flavors.

Things to consider before changing the name

The widespread use of the word "bad" is no coincidence. It's because it succinctly and accurately describes the experience. Suppressing it won't erase the sense of discomfort. Rather, those who have lost the word will likely invent a different name for it. And that's exactly what's happening.

The crux of the issue here isn't the harshness of the evaluation. It's the very attitude of trying to wrap the results of a system in a different word. Raising the name of a dish's flavor without changing the contents of the dish only deepens distrust.

Correcting the name = Improving the experience = Amplifying distrust

The "bad taste" created by generative AI isn't the result of negligence. It's the natural outcome of constantly choosing speed and quantity. Unless you face that fact head-on, no matter how beautiful your words are, they will be seen through in the next bite.