Operation-Guided Progressive Human-to-AI Text Transformation Benchmark
arXiv 2606.06481·medium signal
A new benchmark for multi-granularity AI-text detection that models documents as progressive human-to-AI transformations rather than a binary human/AI label, reflecting real drafting workflows where AI assistants edit human text. It gives detection research a more realistic target than fully-AI vs fully-human. Relevant to anyone working on provenance or AI-content detection.