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  "documentTitle": "2021 Air Street Capital The State of AI Report 2021",
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      "text": "1. Transformers replace recurrent networks to learn world models with which RL agents surpass human performance in large and rich game environments.\n2. ASML's market cap reaches $500B.\n3. Anthropic publishes on the level of GPT, Dota, AlphaGo to establish itself as a third pole of AGI research.\n4. A wave of consolidation in AI semiconductors with at least one of Graphcore, Cerebras, SambaNova, Groq, or Mythic being acquired by a large technology company or major semiconductor incumbent.\n5. Small transformers + CNN hybrid models match current SOTA on ImageNet top-1 accuracy (CoAtNet-7, 90.88%, 2.44B params) with 10x fewer parameters.\n6. DeepMind releases a major research breakthrough in the physical sciences.\n7. The JAX framework grows from 1% to 5% of monthly repos created as measured by PapersWithCode.\n8. A new AGI-focused research company is formed with significant backing and a roadmap that's focused on a sector vertical (e.g. developer tools, life science).",
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