~/talk

Harnessing AI to strengthen trustworthy information

Talkat Berlin Buzzwords 2025 · 2025-06-15..06-17· [search, large-language-models]
slides:none on file

Demonstrates a Lucene‑based A2 search stack and an integrated RAG assistant that returns sentence‑level citations, plus experiments with Wayback Machine, vector image search and zero‑shot classifiers. Three curated search engines (WHO/CDC, top clinics, and influencer blogs) answer the same queries and produce strikingly different outputs — celery juice as harmless hydration versus miracle cure, vaccines flagged as safe by official sources but uncertain in the blog set — and the demo shows the RAG summaries citing sources and working as intended.

AI-written summary · about

  1. 0:00Introduction and speakers
  2. 1:52Challenge of misinformation
  3. 6:12Reliable sources tools
  4. 12:57Demo on credible sources
  5. 17:37How answers get generated
  6. 23:55Expanding search and context
  7. 27:05Classifying information
  8. 34:18Key takeaways and Q&A
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