~/talk

On the History and Future of AI

Talkat Data + AI Summit 2024 · 2024-06-10..06-13· [machine-learning, robotics]
links:none on file
slides:none on file

Tells how modern vision AI combines neural networks, GPUs and a curated ImageNet of 50 million images to move from labeling to generative and 3D models; cites diffusion models (Sora) and a Stanford model “Walt” released months earlier. Describes single-image-to-3D and text-to-room layouts, training robots in Nvidia Omniverse simulations and the Behavior project, shows a robotic arm following LLM-style verbal commands and an EEG-controlled robot cooking Sukiyaki, plus pilots for hand‑hygiene, instrument tracking and fall alerts.

AI-written summary · about

  1. 0:00Introduction
  2. 1:50Vision and intelligence dawn
  3. 3:17AI breakthroughs in vision
  4. 5:27From images to video generation
  5. 7:14Why seeing alone is not enough for AI
  6. 9:03Spatial intelligence in AI
  7. 11:13Digital world capture
  8. 12:36Robotic learning
  9. 14:06AI in healthcare
  10. 15:55Brain-controlled robots
  11. 16:40Digital Cambrian explosion
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