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Beyond Perplexity

Sprint #1 · Pilot data complete

Beyond Perplexity: Detecting AI-Generated Political Text via Lexical Regime Compression and Fractal Rhythm

周润方Hugh WangChesterInformation Sciences500 AI Trump posts + 876 real Trump posts

研究概述

理论框架

CDC 4-Level → AI detection (content-level, not keystroke)

语料

500 AI Trump posts + 876 real Trump posts

要点

1AI text has 27% less alpha variability, 65% less sentence length variance
2Only 2 micro-regime inflection points vs 52 in human text (-96%)
3Condrey (2026) proves keystroke detection theoretically impossible → validates content-level approach
4500 AI Trump posts generated for comparison
Sprint #1 · Pilot data complete

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讨论

池州学院外国语学院 · 多模态话语分析研究团队