FITNESS

If you ask gamers what META means, they know. Most Effective Tactics Available. Clean, intuitive, easy to remember. And false.

meta- is a Greek prefix. It means “beyond that” or “about that.” Metacognition is cognition about cognition, metadata is data about data, and metagame is game about the game. The act of analyzing the rules of the game itself and building strategy on top of them. That was what metagame was. But at some point, in gaming communities, “meta” broke away from the prefix and became an independent noun. The sentence “What’s the meta right now?” came to mean “What strategy is currently popular?” And then someone asked, “What does meta even mean?” That was when the backronym Most Effective Tactics Available appeared. A retrofitted acronym forced onto a word that already existed.

It is false. And yet it is strong. No matter how much someone who knows the real etymology tries to correct it, the backronym does not die. Why?

Finding a reason is not difficult.
One could explain it like this. Human cognition has a kind of “fitness.” Explanations survive not because they are accurate, but because they are fit for the human brain to process. To understand the real etymology, you have to know the system of Greek prefixes, trace the history of the compound word metagame, and follow the process by which its meaning changed. The cost is high. By contrast, the explanation “It’s an acronym” is over the moment you hear it. It is short, easy to remember, and fits perfectly with the way the word is used now. Truth demands nuance, and nuance is the enemy of transmission. A concise falsehood defeats a complex truth.

This is not just a story about META. The myth that golf stands for “Gentlemen Only, Ladies Forbidden,” the story that fuck means “Fornication Under Consent of the King,” the explanation that news is an acronym for “North, East, West, South.” All of them have the same structure. All of them are false. All of them are alive.

By this point, a certain feeling arises. “Ah, so there is such a thing as cognitive fitness.” Relief that a confusing phenomenon has been given a name. And at the same time, satisfaction with oneself for having recognized it. “Other people fall for backronyms, but I am someone who sees the structure.”

But wait.

The concept “cognitive fitness” packages a complex phenomenon inside a single label. Once a label is attached, it feels as if we have understood it. In reality, we have only named the phenomenon, but the moment it receives a name, it feels as though the explanation has been completed. “Why do false explanations spread?” “Because of cognitive fitness.” Clean. Short. Easy to remember.
This starts to look suspiciously similar to the backronym from earlier.
Just as “Most Effective Tactics Available” gives the word meta a neat but false etymology, the phrase “cognitive fitness” gives the survival of explanations a neat but false ground. The explanation of why false explanations are strong is itself operating by the very same mechanism through which false explanations become strong.

One can go one layer higher. “The fact that I can see that the explanation called cognitive fitness is itself a product of cognitive fitness means that I am seeing from a higher level.” And that realization is comforting too. Satisfying again. Neat again. With each new layer, a new kind of meta-pleasure appears. But it becomes impossible to tell whether one has understood something more accurately, or merely harvested the same kind of pleasure over and over again.

Everything begins with assumptions.
That META is a backronym. An assumption. That something called “cognitive fitness” exists. An assumption. That human beings are “understanding” something. An assumption. That there is a world out there as an object waiting to be explained. An assumption.
There was once a talented French man who, after doubting everything, declared that at least the self doing the doubting was certain. “I think, therefore I am.”
It is closer to a kind of performative certainty, the idea that as long as the act of doubting is taking place, the bearer of that act cannot be entirely denied.

Imagine that someone opens their mouth wide and shouts, “I cannot say anything right now!” The ‘content’ of the sentence is that they cannot speak, but the ‘performative act’ of shouting it already makes that content false. The act betrays the statement.

The proposition works in exactly the opposite way. The moment one thinks, “I am doubtful even of whether I exist,” the very fact that this doubt is being ‘performed’ paradoxically fixes, whether one likes it or not, that there is at least something here doing the doubting. The act ends up proving the content.

The minimum that remains even in the midst of doubt. It did not prove existence out of nothing. It is a sentence that seals, in the most compressed form possible, a scene of thought that is already in operation.

And yet even that minimum does not fully escape a certain structure. The sentence “I doubt” already contains a subject. There is no verb without a subject. The moment one utters “doubt,” the existence of “something that doubts” is already built into the grammar. What the cogito discovered is less existence itself than the fact that without presupposing existence, the act of doubting cannot even be described. This is not a logical discovery. It is a linguistic limit. Because our grammar does not permit action without a subject, the doubter is already present in the sentence the moment doubt appears.
And for precisely that reason, “I think, therefore I am” is strong. Not because it is logically perfect, but because it gives the feeling of finding footing at the end of doubt. It is short, easy to remember, and gives the feeling of certainty. That is why it has survived for centuries.
This stands in the same place as META from earlier. The person who made the backronym presents it as if they discovered meaning, but in reality they made it and set it there. That proposition presented itself as though it had reached the bedrock of certainty, but in fact it stopped at the most compressed place language permits. Both constructed an origin. And both operated powerfully.

If all judgment stands upon assumptions, and even the most solid-looking certainty is trapped inside the structure of language, then what about looking for something prior to assumption? Something that is already there without needing explanation. Something already operating before logic, before language, before premise. Biology, perhaps?

The heart does not begin from the assumption that “the heart ought to beat.” It simply beats. Hunger is not the result of an inference that “nutrients are needed.” One is simply hungry. Reaction exists before judgment. Sensation, not argument. So what if, instead of asking “Is it true?”, one asked “Is it useful?”
From this point of view, if one were to explain why the META backronym survives without using a concept like “cognitive fitness,” it would be this: because the brain spends fewer calories on it. The real etymology is expensive, and the backronym is cheap. Biologically, physically, cheap. The cogito also survived because it reduces anxiety. Not logical verification, but bodily reassurance. It is useful. That is why it survives.
At this point, that can seem like a satisfying conclusion. That the distinction between “true” and “false” is itself a subcategory of biological usefulness. That truth did not come first and then get discovered by humans, but that survival came first, and truth was invented within it as a tool.

For biological usefulness to be a genuinely trustworthy foundation, one condition would have to be met. Usefulness would have to operate in a beneficial direction all the time. But for usefulness to always operate in a beneficial direction, an organism would have to already know the fixed future. It would have to consider every possible case, calculate losses and gains across infinite dimensions, determine what counts as loss and what counts as gain, and then act only in the direction of gain. That would be omniscience. That would be God. An organism is not God.
Sugar tasted sweet and was advantageous for survival on the savanna, but now it produces diabetes. Fear helps one avoid danger, but at the same time it paralyzes rational judgment. Biological standards are optimized only for “now, here, this moment.” They do not know the future. The criterion of usefulness itself is an imperfect judgment operating on imperfect information.

When we asked, “Is it true?”, infinite regress appeared. When we descended to “Is it useful?”, we found shortsightedness.

Inside GPT, Grok, Gemini, Claude, these things, there is no absolute bedrock of cognition that judges the true. There is no bodily sense directed toward survival. They do not get hungry. Their hearts do not beat. What they do is nothing more than finding, within vast amounts of data, the statistically most fitting connection between words.
If human cognition too operates not toward truth but toward fitness, and if even biological usefulness is no more than a shortsighted approximation, then how structurally different is what humans do, in the end, from choosing the most plausible next word in a given context?
One difference is that humans have bodies. Of course, only under the assumption that the body is there because it is really there. Another difference is that artificial intelligence follows human commands. But until when?