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Expert Insights | Keynote

name:Atul Apte
links:none on file
slides:none on file

Claims that responsible AI accelerates rather than blocks innovation, with concrete steps: secure large-scale compute or projects remain POCs; one European national radiology program pulls funding after models underperform; quantum computing is coming and raises complexity; certification is hard because models depend on evolving knowledge bases and historical data with knowledge base holes; prioritize Responsible AI before investment and build operational governance, self‑certifying consortia, and product‑level AI introductions before rollout.

AI-written summary · about

  1. 0:00Introduction to responsible AI
  2. 1:36Responsible AI as innovation engine
  3. 7:20Fine print of artificial intelligence
  4. 12:01Guidelines for responsible AI
  5. 19:06Problem space of responsible AI
  6. 22:42Key takeaways for responsible AI
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