~/talk

AI Powering Science Breakthroughs

Talkat DLD Munich 25 · 2025-01-16..01-18· [machine-learning]
linkedin:yossimatias
slides:none on file

Describes concrete products and numbers: an AI system for diabetic retinopathy already performs 600,000 screenings in India and Thailand with plans for 6 million in a decade; large language models adapted to pass US medical exams, with a Gemini-derived model scoring 91%; AlphaFold tools reach 2 million researchers for protein folding; flood prediction service covers 700 million people across 100+ countries, gives alerts up to 7 days and runs 250,000 virtual gauges; a quantum milestone (“Willow”) cuts a classical 10^25 runtime to minutes.

AI-written summary · about

  1. 0:00AI and science breakthroughs
  2. 1:28AI in healthcare: diabetic retinopathy
  3. 2:34Generative AI in medicine
  4. 3:58AI in education with language models
  5. 5:00AI hallucinations and reliability
  6. 5:42AlphaFold for protein folding
  7. 6:24DeepVariant in genomics
  8. 7:28Brain structure mapping
  9. 8:33AI flood prediction
  10. 10:40AI for hypothesis formation
  11. 12:07Quantum Computing breakthrough
  12. 13:50Responsible AI in science
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