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CIP Forum: AI/ML Breakout

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A brief--non-technical--introduction to artificial intelligence (AI) and machine learning (ML) techniques is provided. This presentation served as the kick-off to a larger panel discussion of the role of AI and ML in intellectual property.

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CIP Forum: AI/ML Breakout

  1. 1. PATENT MARKET DATA ACTIONABLE ANALYTICS CIP Forum: AI/ML Breakout September 24, 2018 (C) 2018 Richardson Oliver Insights LLC 1
  2. 2. PATENT MARKET DATA ACTIONABLE ANALYTICS AI/ML/BD Breakout Sessions 1: AI Driven Business Models Topic: New AI-driven business models across different industries. Panelists will discuss new opportunities and challenges from a technical, business, and legal perspective 2: AI and Intellectual Property Topic: Discussion of the different roles that AI/ML plays, including as a method of invention. Panelists Florian Kolb Markus Larsson Jule Sigall Panelists Mark Beloborodov Yann Ménière Marcus Malek Julian Nolan (C) 2018 Richardson Oliver Insights LLC 2
  3. 3. PATENT MARKET DATA ACTIONABLE ANALYTICS Panelist and Moderator Intros Florian Kolb Markus Larsson Erik Oliver Jule Sigall (C) 2018 Richardson Oliver Insights LLC 3
  4. 4. PATENT MARKET DATA ACTIONABLE ANALYTICS Machine Learning (in 10 minutes or less) Erik Oliver September 24, 2018 CIP Forum (C) 2018 Richardson Oliver Insights LLC 4
  5. 5. PATENT MARKET DATA ACTIONABLE ANALYTICS (C) 2018 Richardson Oliver Insights LLC 5
  6. 6. PATENT MARKET DATA ACTIONABLE ANALYTICS (C) 2018 Richardson Oliver Insights LLC 6
  7. 7. PATENT MARKET DATA ACTIONABLE ANALYTICS Machine Learning (ML) vs. Artificial Intelligence (AI) °Machine learning is a type of AI (C) 2018 Richardson Oliver Insights LLC 7
  8. 8. PATENT MARKET DATA ACTIONABLE ANALYTICS Academic Definition °Machine learning studies computer algorithms for learning to do stuff… So in general, machine learning is about learning to do better in the future based on what was experienced in the past (Rob Schapire, Princeton) (C) 2018 Richardson Oliver Insights LLC 8
  9. 9. PATENT MARKET DATA ACTIONABLE ANALYTICS Big Data — Two Meanings °1: Data sets so big and large that traditional software does not handle them well °2: Refers to the use of analytics to extract value from data (e.g. for AI/ML) (C) 2018 Richardson Oliver Insights LLC 9
  10. 10. PATENT MARKET DATA ACTIONABLE ANALYTICS ML Uses Models… All Models Wrong Some Models Useful Fewer Models Good Source: Abe Gong (C) 2018 Richardson Oliver Insights LLC 10
  11. 11. PATENT MARKET DATA ACTIONABLE ANALYTICS Example: Black Box Justice Source: http://thepenngazette.com/black-box-justice/ Situation: Release kid from low crime neighborhood vs. release kid from high crime neighborhood Machine Learning Answer: Release kid from low crime neighborhood Issue: ML is not the final answer (C) 2018 Richardson Oliver Insights LLC 11
  12. 12. PATENT MARKET DATA ACTIONABLE ANALYTICS ML alone is not the answer People ProcessesTechnology Technology often gets 95-99% of the attention… but we need humans to make decisions (C) 2018 Richardson Oliver Insights LLC 12
  13. 13. PATENT MARKET DATA ACTIONABLE ANALYTICS Are You Measuring What Matters? °“What gets measured gets done” °Attributed to Peter Drucker, Tom Peters, Edwards Deming, Lord Kelvin, and others. (C) 2018 Richardson Oliver Insights LLC 13
  14. 14. PATENT MARKET DATA ACTIONABLE ANALYTICS What are you rewarding? °“What gets measured gets done. °What gets measured and fed back gets done well. °What gets rewarded gets repeated.” °Attributed to John Jones (C) 2018 Richardson Oliver Insights LLC 14
  15. 15. PATENT MARKET DATA ACTIONABLE ANALYTICS Presentations Florian Kolb Markus Larsson Jule Sigall (C) 2018 Richardson Oliver Insights LLC 15
  16. 16. PATENT MARKET DATA ACTIONABLE ANALYTICS CIP Forum: AI/ML Breakout September 24, 2018 (C) 2018 Richardson Oliver Insights LLC 16
  17. 17. PATENT MARKET DATA ACTIONABLE ANALYTICS AI/ML/BD Breakout Sessions 1: AI Driven Business Models Topic: New AI-driven business models across different industries. Panelists will discuss new opportunities and challenges from a technical, business, and legal perspective 2: AI and Intellectual Property Topic: Discussion of the different roles that AI/ML plays, including as a method of invention. Panelists Florian Kolb Markus Larsson Jule Sigall Panelists Mark Beloborodov Yann Ménière Marcus Malek Julian Nolan (C) 2018 Richardson Oliver Insights LLC 17
  18. 18. PATENT MARKET DATA ACTIONABLE ANALYTICS Panelist and Moderator Intros Mark Beloborodov Marcus Malek Yann Ménière Julian Nolan Erik Oliver (C) 2018 Richardson Oliver Insights LLC 18
  19. 19. PATENT MARKET DATA ACTIONABLE ANALYTICS Presentations Mark Beloborodov Marcus Malek Yann Ménière Julian Nolan (C) 2018 Richardson Oliver Insights LLC 19

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