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The Cohesion Trap: Why AI-Generated Text Reads Like a Textbook and What It Means for Language Learners
Der Bücherwurm" (The Bookworm) / Carl Spitzweg / 1850 There's a peculiar quality to AI-generated writing that most readers sense but few can articulate. The prose flows smoothly, transitions appear logical, yet something feels mechanical – as if the text were designed for someone who needs every conceptual leap explained. This isn't coincidence. Large language models have been trained predominantly on explicit academic writing, student essays optimized for standardized tests,


Semantic Satiation: The Gateway to Creative Language Recovery
Luttrell Psalter (marginalia detail) / Unknown artist / c. 1325-1340 Medieval manuscript marginalia often featured obsessively repeated motifs – vines, scrollwork, hybrid creatures – that scribes drew while their minds wandered during repetitive textual labor. These doodles represent the creative output of semantic-saturated minds seeking novelty amid monotonous copying. The playful absurdity of marginal figures (like
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