If you had any grasp of what signaling is vs. communication, you'd be asking questions rather than characterizing, which is the refuge of the inhibited and the limited.
You and most industries live under the domain of the conduit metaphor paradox: That meaning can be extracted from anything other than an action-reaction specific. This eliminates words as meaning bearing, and reiterates that an arbitrary system has little certain effect as evolutionary. They're handicaps.
Language is meaningless, except as a status, domination, manipulation, or control factor.
“We refute (based on empirical evidence) claims that humans use linguistic representations to think.”
Ev Fedorenko Language Lab MIT 2024
What is hypothesized by Aristotle about non-contradiction, and then theorized by Cassirer in language, is revealed in Systemic Functional, and Western functional linguistics, and then proven in aphasia studies beginning in 2016.
Language is done, it serves no purpose except either to wither us in disinformation dark matter biases, or to replace itself.
If you know humanity would anthropomorphize AI, you already knew the basics of the worthlessness of language.