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The Perceptron as Author: On Titles Like 'The Hounds of Zaroff,' Pattern-Generation, and the Displacement Framework of Artificial Creativity

Rincón, D. · 2026 · Zenodo · author

This is the record, not the paper. The work itself is the deposit on Zenodo, under the DOI below. What follows is its abstract, as deposited.

We examine the hypothesis that certain compellingly structured literary titles—exemplified by Richard Connell's “The Hounds of Zaroff” (1924)—are, in a functionally precise sense, artifacts of a perceptron: the output of a threshold-crossing pattern-detection and pattern-generation system operating over a learned feature space. Drawing on Rosenblatt's formal perceptron, Barthes's account of the author as cultural code-processor, and Benjamin's earlier materialist analysis of the author as producer, we argue that modern large language models literalize what was previously a metaphor: the author as a machine for producing statistically coherent text from accumulated cultural pattern.

We formalize this analysis using the Displacement Framework, introducing a wrong attractor W (perceptron-authorship without genuine subject-contact), a displacement cost function D(), accumulated displacement = D()\,dt, and the concept of the foreclosure basin—the irreducibly particular creative encounter that only this author, in this moment, could have sustained. We develop nine formal Propositions (P1–P9) mapping the structure of creative displacement and the conditions for return.

The paper concludes with an analysis of what is preserved and what is lost when perceptron-authorship displaces genuine encounter: the title can be generated; the encounter with the subject cannot.

displacement framework · perceptron · authorship · artificial creativity · Fitzgerald · pattern generation

Read the deposit on Zenodo →doi 10.5281/zenodo.20428222

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