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This paper examines Italo Calvino’s vision of the “literature machine” as recorded in his 1967 “Cybernetics and Ghosts” and its fictional realisation in his 1979 novel If on a Winter’s Night a Traveller. Nearly half a century before the advent of large language models, Calvino conceptualised writing as a combinatorial process governed by finite rules yet capable of generating infinite narrative variations. Through an analysis of the novel’s interrupted beginnings, its counterfeiter figure Ermes Marana, and its framing of reading as a fundamental human act, the paper demonstrates how Calvino anticipated key features of contemporary AI text generation: the dissipation of the author into a procedural system, the treatment of existing literature as a training corpus, and the productive tension between automated permutation and the “ghost” of unconscious meaning. At the same time, Calvino insisted that no machine can replace the desiring reader, an insight that remains pertinent to debates about artificial intelligence and creativity. By reading Calvino’s theoretical writings alongside his narrative practice, the paper argues that he was not merely ahead of his time but had already mapped the conceptual terrain on which current discussions of AI and literature still unfold.
Dr. Naila Anjum. “The Author as Machine, the Ghost as Reader: Calvino’s If on a Winter’s Night a Traveller and the Prehistory of Large Language Models.” The Criterion: An International Journal in English, vol. 17, no. 4, August 2026, pp. 131-156. DOI, https://doi.org/10.66376/criterion.v17.n4.8.
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