Language as Public Interface: Large Language Models, Wittgenstein, and the Humanist Prior in AI Research

This paper develops a Wittgensteinian critique of the humanist prior in contemporary AI research. It argues that large language models challenge human exceptionalism not by proving machine consciousness, but by entering the public language-world through which understanding, authority, trust, and self-description are socially recognized.