CONCEPT
The Projection Problem
The cognitive mechanism by which human observers attribute understanding, personality, and even feelings to systems that manifestly lack them — not through foolishness but through the automatic operation of perceptual systems that evolved when coherent language was a reliable signal of a comprehending mind.
Human beings are, by evolutionary design, attribution machines. The cognitive architecture that allowed early humans to survive — the rapid inference of intention from behavior, the reading of emotional states from faces, the assumption that movement implies agency — is the same architecture that now operates, unchecked, in the presence of artificial intelligence. When a pattern of pixels forms two dots above a curved line, the visual system sees a face. Not interprets as a face after
deliberation — sees a face, immediately, automatically, prior to conscious evaluation. The same architecture governs
the human response to language. When a string of words is grammatically structured, contextually appropriate, and topically relevant, the language-processing system attributes comprehension to the source. The attribution is fast, automatic, and resistant to correction. Every sentence a human heard for the first two hundred thousand years of the species' existence was produced by a being that understood what it