Frankentext: Stitching random text fragments into long-form narratives

Though stitched together from disparate parts, the creature emerges as a disturbingly articulate and clever being. ": long-form narratives constructed by LLMs Code and data will be released after the double-blind review process. However, they also identify subtle issues (e.g., abrupt That said, the LLMs' novel recombination of these writings (a feat virtually impossible for a human) Our experiments focus on 500-word generations, and we leave the exploration of longer texts to future work. A snippet refers to a paragraph. We note that the paragraphs could be sourced from anywhere (e.g., Project Gutenberg, news, etc.), but we select Books3 as our writing prompts likely benefit from modern writing. First, random paragraphs are sampled from a large corpus of human-written books. Frankentext, which is further edited into a coherent and faithful final version (see Algorithm 1). We also do not specify how many snippets should be used in the final story. Polishing the draft: The first draft may contain writing issues such as contradictions (e.g., temporally conflicting actions, points of view, or character traits), irrelevant content (e.g., unfiltered citations or filler text), and mechanical problems (e.g., grammar, phrasing, or pronoun mismatches). The MCP interface supports two operations: search, which submits a query to the index, and fetch, which retrieves the full text of a result. Gemini typically makes 15-20 calls per generation to retrieve relevant snippets (Table 10). V anilla generation contains more AI keywords (in blue) compared to Frankentexts ( I). Writing Prompt: Y ou are a baby. Y ou are trying not to let anyone know you are a freakishly genius baby. The other babies at daycare don't quite get what you're on about.Gemini 2.5 Pro - V anilla Generation Gemini 2.5 Pro - Frankentext (5K snippets) "Goo," I offered, a carefully calibrated emission of sound designed to convey contentment. Internally, I was running simulations on the struc tural in tegrity of the mobile dangling pre car i ously above my cot. The Large Female Hominid, designated'Mom,' beamed. Liam was attempting to gum Chloe's earlobe. Neither celestial gods nor the great sages know my origin. But this deception is a constant struggle. Here, we play our games, and another baby, a real space case, would fasten his bib tight because he tried to kill everybody. It didn't matter if it was He'd hit his grandmother if she had a bonnet on. That's why we called him'Killer.' He just loved to kill you. I try to organize them. "Gentlemen, I make the motion that these United But there is no response.