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Style transfer alone is a red herring in story rewriting; context-aware narrative enrichment delivers a 10x boost in reader satisfaction.
Training on MCSC-Bench allows an 8B model to outperform Gemini-2.5-Pro in generating video scripts from noisy multimodal inputs, highlighting the importance of targeted datasets for complex reasoning tasks.