Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2609.19429.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

CARES is a conversational AI system for construction safety reporting that combines proactive multi-agent dialogue, retrieval-augmented generation with hybrid retrieval, and automated structured report generation. A 15-student evaluation reported 0.74 faithfulness and 1.00 answer relevance, with initial retrieval ranking noted as a weakness.

Domain-specific but documented: shows how multi-agent dialogue plus RAG can be wired into a regulated reporting workflow, with measured numbers and a clear limitation on retrieval ranking.

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