Base Models Look Human To AI Detectors

Base language models evade commercial AI-text detectors (GPTZero, Pangram) while instruction-tuned variants are flagged; Humanization by Iterative Paraphrasing (HIP) fine-tunes base models as detector-agnostic paraphrasers to reproduce this evasion.