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A prototype RAG system over SEC filings and earnings-call transcripts for Coca-Cola, PepsiCo, and Mondelez answered a stock-price question despite having no data. The pipeline used hybrid retrieval, a cross-encoder reranker, and a refusal gate that failed to trigger.
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