Do Not Let Models Invent Numbers - Vinoo Ganesh, Kepler

Why watch

Vinoo Ganesh explains Kepler's architecture for ensuring numerical accuracy in LLM responses for financial applications. The system uses retrieval to find source data, deterministic code for calculations, and filters to strip unverifiable numbers. Covers building a citation registry from SEC filings, hybrid search implementation, and why traditional RAG produces unreliable numerical results.