~/talk

From Gaming to the Metaverse

Talkat Heapcon 2022 · 2022-11-03..11-04· [machine-learning, webxr]
slides:none on file

NVIDIA demonstrates a platform stack that stitches GPUs, software and simulation into production metaverses: Omniverse plus cloud or on‑prem OVX appliances, Jetson AGX Orin for robots, Riva for speech, and new silicon with Hopper FP8 and Ada chips. Claims include 100‑trillion‑parameter transformer work, synthetic datasets spawned thousands of scenes in milliseconds for domain randomization, thousands of agents trained in parallel, and a “global 10‑day forecast” running on one GPU that is 45,000× faster and 12,000× more energy‑efficient versus prior models for the Earth 2 effort.

AI-written summary · about

  1. 0:00Introduction and welcome
  2. 0:48NVIDIA's gaming roots and metaverse
  3. 3:11AI capabilities and limitations
  4. 5:05Sustainability and Earth 2 initiative
  5. 7:03Omniverse platform overview
  6. 10:24Why use Omniverse
  7. 12:46AI integration in virtual worlds
  8. 15:09Robotics and reinforcement learning
  9. 17:14Deployments in space and Mars
  10. 18:18Digital twins for networks and climate
  11. 20:17Self-driving cars and safety standards
  12. 21:26Resources and community engagement
  13. 21:49Conclusion and next steps
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