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Beyond boundaries: How global collaboration defines AI in 2026

Talkat Civo Navigate India 2025 · on Tuesday, 2025-11-18· [open-source, large-language-models]
slides:none on file

India is now the world’s #1 open-source community and 100% of new contributors are using AI in commits, driving project strain and moderation needs. The Llama saga shows open washing versus real openness: open weights and models proliferate but large-scale training data stays closed. A concrete win is DeepSeek-R1, a distilled LLM built for about $5 million—roughly 5% of historical costs—demonstrating rapid, low-cost innovation from opened weights.

AI-written summary · about

  1. 0:00Introduction and speaker background
  2. 3:52What is open source
  3. 7:27Open-source AI explained
  4. 14:33Sovereignty and global AI policy
  5. 19:29AI summits and future collaboration
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