Author

Mehdy Sedaghat Payam

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Preprint Aug 2026

Novels generated by language models show compressed formal variation

While large language models can generate entire novels, there is little information about the level of formal variation in their output over many generations. Rather than asking whether individual passages can be identified as AI-generated, this study asks whether repeated AI generation can produce the same range of di...

Mehdy Sedaghat Payam, J. Quinn · 1 citation

#natural language process... Preprint Sep 2026

When Victorian Becomes a Prompt: Literary Periodization as a Generative Constraint in 100 AI-Generated Novels

Generative AI inverts the typical periodization of literary history: the periodizing tag Victorian can now come first and influence what is written, but not robustly in Llama workflows.

Mehdy Sedaghat Payam · 0 citations