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In contrast, baseline drafts generated from simple, unguided prompts offered only modest benefits, pointing to a minimum quality threshold for effectiveness.","title":"Making AI Drafts Count: A Quality Threshold in Audio Description Workflows","url":"https://arxiv.org/abs/2605.05348","vendor":"arxiv_cs_ai"},"summary":"arXiv:2605.05348v1 Announce Type: cross \nAbstract: Audio description (AD) narrates visual elements in video for blind and low-vision audiences. Recent work has shown that giving novice describers an AI-generated draft to start from helps produce higher-quality AD and lowers the barrier to entry. What remains an open question is how draft quality shapes the editing process. We investigate this through GenAD, an AD generation pipeline that incorporates accessibility guidelines and contextual video information, and RefineAD, an editing interface for human revisions. Human-AI contributions are measured across text, timing, and delivery. 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