~/talk

Keynote: An OPEN Path to Super Intelligence

Talkat PyTorch Conference 2025 · 2025-10-22..10-23· [ai-assisted-development]
name:Eric Xing
links:none on file
slides:none on file

An academic-led institute is building open foundation models that aim to match much larger closed models: K2 (32B parameters) launches with reported parity to models 20× larger and some closed models 100× larger, runs at 2,000 tokens/sec (≈10× faster), and fuels an Abu Dhabi hackathon with tens of thousands of developers. Development uses supervised fine-tuning, reinforcement learning with verifiable rewards, agentic planning, and test-time optimization, and promises an open-source generative latent predictive model world simulator and multimodal AIdriven digital organism for biology.

AI-written summary · about

  1. 0:00OPEN super intelligence vision
  2. 1:51Institute of Foundation Models
  3. 3:14Redefining openness in AI
  4. 4:19K2 Think model breakthroughs
  5. 6:33Resource limits and clever techniques
  6. 7:15Future model releases
  7. 7:36Language model limitations
  8. 8:40World models for reasoning
  9. 10:50True world models beyond generative
  10. 11:32Generative latent predictive model
  11. 12:34Open source world model plans
  12. 12:55New agent model architectures
  13. 14:18AI for science and multimodal
  14. 15:45Drug design simulate first
  15. 16:27Aggressive open source AI strategies
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