ARTICLE-TRAINING · AI LANDSCAPE 2026

The Open AI Ecosystem

Open-weight vs open-source, leading model families, deployment reality and the 2026–2031 open trajectory.

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8Modules
24Practice cases
12Certificate unlock
2026→31Outlook
PRIMARY / INSTITUTIONAL SOURCES

Evidence before hype

Capabilities are described from current official model documentation and Stanford's 2026 AI Index.

  1. Stanford HAI — AI Index 2026: Technical Performance
  2. OpenAI — gpt-oss
  3. DeepSeek — V4 open weights
  4. Qwen — Qwen3
  5. Meta — Llama 4
  6. Google — Gemma 3
  7. Mistral — Mistral Small 4
  8. Cohere — Command A+
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