~/talk

Cutting Edge AI Technologies of 2022

on YouTube 33m
Talkat Global Artificial Intelligence Virtual Conference 2022 · 2022-03-17..03-19· [machine-learning]

speaker

name:Hina Dixit
links:none on file

resources

video:https://youtu.be/kaHYrDxdSfM
slides:none on file

summary

Gartner forecasts AI software revenue at $62.5B in 2022, up 21.3%, yet Gartner also warns ~85% of AI projects will err from bias. Concrete trends: federated learning platforms using homomorphic encryption and SDKs (Devron AI, DynamoFL) move model training to devices; synthetic data vendors (Parallel Domains, Mostly AI, TripleBlind, Hazy) trade privacy for utility to fix imbalanced classes; Software 2.0 tools (Codex/Polycoder, Abacus AI, The Hive) automate model-first code; MLOps (DataRobot, Galileo) and NVIDIA Omniverse for metaverse simulations are shipping production integrations now.

AI-written summary · about

chapters (9)

  1. 0:00Introduction
  2. 2:06Why is AI still hot
  3. 3:17Federated Learning Platforms
  4. 6:26Synthetic Data Creation
  5. 10:31AI Software 20
  6. 13:21ML Ops
  7. 16:03Decision Intelligence
  8. 20:37Metaverse
  9. 25:36Conclusion

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