Semantic Failure

semantic failure is an audiovisual installation in which large bodies of text are processed through successive algorithms — pattern recognition, sorting, generative systems — until linguistic meaning dissolves and what remains is rhythm, density, and movement. Text begins as recognizable language and progressively becomes a mass in motion; words are stretched until they read as visual object rather than content.

The conversion runs in both directions. Just as the installation dissolves language into a patterned mass, AI models assemble language out of a massive pattern. AI does not read or comprehend; rather it recognizes statistical regularities across vast bodies of text until meaning emerges as a property of the structure itself. Pattern recognition is the hinge between the two states — the operation by which text becomes mass and mass becomes text. semantic failure suggests that human and machine cognition may share a primordial substrate — that form is recognized before content and sense is felt before sense is made.