RAPID is a multi-agent pipeline for zero-shot interpretable damage assessment and reporting from cross-view satellite and street-view imagery across multiple disaster types.
arXiv preprint arXiv:2501.06932 (2025)
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A survey categorizing scaling in LLM reasoning across input size, steps, rounds, training, and future directions, noting that scaling can negatively affect performance.
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