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  "documentTitle": "2019 Air Street Capital The State of AI Report 2019",
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  "authorName": "Nathan Benaich and Ian Hogarth",
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      "text": "1. There is a wave of new start-ups applying the recent breakthroughs from NLP research. Collectively they raise over $100M in the next 12 months.\n2. Self-driving technology remains largely at the R&D stage. No self-driving car company drives more than 15M miles in 2019, the equivalent of just one year's worth of 1,000 drivers in California.\n3. Privacy-preserving ML techniques are adopted by a non-GAFAM Fortune 2000 company to beef up their data security and user privacy policy.\n4. Institutions of higher education establish purpose-built AI undergraduate degrees to fill talent void.\n5. Google has a major breakthrough in quantum computing hardware, triggering the formation of at least 5 new startups trying to do quantum machine learning.\n6. As AI systems become more powerful, governance of AI becomes a bigger topic and at least one major AI company makes a substantial change to their governance model.",
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