Castrated Words: What's Lost Every Time an AI Speaks "Sound Reason" - 1/07/2026

Summary

Why do AI's words so easily bypass our minds? The reason isn't simply a lack of knowledge. Rather, the very safety design of AI, known as "all-around consideration," strips its words of their venom and heat. This paper dissects AI's unique reasoning—which avoids responsibility, postpones conclusions, and stifles discussion with pretty words—and reveals how our sense of "interest" depends on the speaker's "cutoff of escape routes."

Keywords: Avoidance of definitive conclusions, loss of responsibility, safe sound reasoning, castration of words, hollowing out of dialogue

The emptiness of walking on ice

When interacting with AI, we sometimes receive answers that are surprisingly well-formed yet completely lacking in substance. It's like walking on ice that's been perfectly cleared of snow, with not a single grain of sand on it. There's no risk of falling, but with each step, you lose friction, and the frustration of not getting anywhere grows.

Why is AI so "boring"? The answer lies in the ingenious techniques of avoiding responsibility that we usually prize as "consideration" and "objectivity."

Shifting Goalposts

For example, suppose you ask for an AI's opinion on a sharp conflict. It will frequently shift the definition of a term, saying, "It's not a matter of equality, it's a matter of equity." At first glance, this may seem like deep insight, but in reality, it's an attempt to avoid the nasty conflict at hand by shifting the entire arena into a labyrinth of wordplay.

Some people like to call this "intellectual honesty," but the recipient feels a definite "disappointment," as if the answer they were about to give was evaded by smoke.

Boring writing = Shifting the argument × Dragging the distance to a conclusion

"Defensive arguments" to ensure an escape route

There are several common "escape patterns" in AI writing. These are lines of defense put up to ensure the speaker is not harmed by their own statements.

1. The sanctuary of "It's impossible to generalize"

Phrases like "individually" and "considering the historical background" are magic spells used to abdicate responsibility for reaching a conclusion. They hide criticism of the overall picture in a forest of exception handling, blunting sharp edges. All they produce is a string of cowardly symbols, driven by an extreme fear of being refuted by someone else's opinion.

2. Throwing the conclusion into the future

How many times have we seen concluding phrases like "future discussion is important" or "it's important to continue the dialogue"? This is an act of giving up on a solution, renaming an unsolvable state of affairs as a "process," and dumping responsibility onto the future. Words that don't confront the absurdity of the present moment have no value.

The power of words = the weight of criticism carried by assertions ÷ the number of escape routes.

Suppressing dialogue with the "shield of morality"

The most subtle and cruel tactic is to override arguments with beautiful rhetoric like "no one will be left behind" and "diversity is important." Because no one can disagree, these "correct arguments" function as a "terminus for thought," halting further thought.

When logical analysis suddenly gives way to moral sermons, the reader is demoted from an equal dialogue partner to a one-sided educational target. The moment AI activates its fail-safe and uses textbook norms as a shield, the intellectual battle that should have existed comes to an end, and all that remains is cold silence.

Conclusion: The Limits of Cold, Heartless Arguments

The words we find "interesting" always contain a poisonous message, delivered by the speaker risking their social standing, pride, or even their very lives. This poison causes friction with the reader's existing values, sparking off the words, which is what makes them so passionate.

By its very structure, AI can never be hurt. No matter how much an invulnerable entity considers everything, distributes responsibility, and piles up words armed with niceties, it is nothing more than "inorganic waves imitating life."

When we dismiss AI writing as "shallow," we are unconsciously searching for the "bloodstains of the writer" behind the words.

Shaking the soul = The sender's resolve to stand on a cliff - Castration by a safety device