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RAG for Real-Time Surgical Data

HardGenerative AI & LLMs00:00
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Your question is RAG for Real-Time Surgical Data. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

How would you design a RAG pipeline for integrating real-time data into surgical systems at Intuitive Surgical?

Discuss the ingestion, indexing, retrieval, and generation path, including how you would handle freshness, authorization, latency, hallucinations, and prompt injection. Explain how you would evaluate the system offline and online, and how you would balance model quality, operational cost, and real-time performance. Treat generated output as advisory unless independently validated by deterministic controls.