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Forget fine-tuning: unlock surprisingly strong performance by stitching together frozen LLMs with lightweight, trainable projections that route information between models.
AI text detectors that ace standard benchmarks often crumble when faced with subtly human-like AI-generated text, exposing a critical gap in real-world readiness.