~/talk

archive – Allessandro Negro

Talkat Optimized AI Conference 2025 · 2025-04-14..04-16· [large-language-models]
links:none on file
slides:none on file

Claims that combining knowledge graph + LLM produces a verifiable, contextual advisor for time‑critical cases, using traffic camera feeds, car registries, parole reports and witness statements; cites a missing‑child case with 60 visits by officers and an 18‑year delay and stresses the 24–48 hour window. Describes an intelligent advisor system that converts natural questions into graph queries, returns candidate images and summarized reports, and in demos “works pretty well” to reduce search time and limit hallucinations.

AI-written summary · about

  1. 0:00Introduction
  2. 1:05Investigative challenges today
  3. 5:26Generative AI limitations
  4. 6:53Knowledge graphs and AI tools
  5. 9:45Intelligent advisor system
  6. 14:02Jaycee Dugard case with AI
  7. 20:45Next steps for knowledge graphs
  8. 22:56Q&A
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