The State of Artificial Intelligence and What It Means for the Philippines
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What consumer-ready applications of artificial intelligence are out there? What are the implications of semi-autonomous agents on Manila's BPO industry? Thinking Machines CEO and data scientist Stephanie Sy delivered this presentation on the current data science and AI landscape at the "Humans + Machines: Using Artificial Intelligence to Power Your People" conference held on February 19, 2016 at BGC, Taguig, Philippines.
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The State of Artificial Intelligence and What It Means for the Philippines
- 1. Thinking Machines Data Science The State of Artificial Intelligence Thinking Machines Data Science Feb 19, 2016 Humans+Machines
- 2. Thinking Machines Data Science Thinking Machines Data Science Stephanie Sy Founder, Thinking Machines Data Science twitter @stefsy stef@thinkingmachin.es #humansplusmachines
- 3. Thinking Machines Data Science Outline 01 02 05 The Rise of Artificial Intelligence The AI Industry Landscape How will this impact us in the Philippines? 03 Tools04 Applications
- 4. Thinking Machines Data Science Thinking Machines Data Science Scene from Ex Machina The Rise of Artificial Intelligence 01
- 5. Thinking Machines Data Science Can these machines think and feel? Does it even matter?
- 6. Thinking Machines Data Science Artificial Intelligence is The interaction of the following fields 1. Internet of Things 2. Smart Grids/Cities (The Internet of Really Big Things) 3. Data Science 4. Machine Learning 5. Natural Language Processing & Generation 6. Big Data Processing In the near term, we’re getting artificially intelligent systems
- 7. Thinking Machines Data Science Artificial Intelligence looks more like this IBM Watson winning Jeopardy against two all-time human champions in 2011.
- 8. Thinking Machines Data Science The Fourth Industrial Revolution is Here World Economic Forum 2016: How artificial intelligence and robotics are changing humanity
- 10. Thinking Machines Data Science 4.9 billion items connected to the internet of things last year will reach 25 billion by 2020 World Economic Forum 2016: How artificial intelligence and robotics are changing humanity
- 11. Thinking Machines Data Science Advanced manufacturing technologies are expected to double in value to $85 billion+ globally by 2019 World Economic Forum 2016: How artificial intelligence and robotics are changing humanity
- 12. Thinking Machines Data Science Venture capital investment in robotics and artificial intelligence has grown more than 70% per year since 2011 World Economic Forum 2016: How artificial intelligence and robotics are changing humanity
- 15. Thinking Machines Data Science Artificial Intelligence Company = (Big?) Data + Tools + Applications
- 16. Thinking Machines Data Science Key Terms (Poorly Defined) 1. Artificial Intelligence 2. Data Science 3. Machine Intelligence 4. Agents 5. Big Data 6. Autonomous Systems 7. Deep Learning
- 17. Thinking Machines Data Science Two useful ways of evaluating companies in this space: the application framework or the tool framework.
- 18. Thinking Machines Data Science The Application Framework 03
- 19. Thinking Machines Data Science Social Apps Marketing Finance Robots/Drones Customer Service Transport Agriculture Healthcare Artificial Intelligence +
- 20. Thinking Machines Data Science IBM Watson Being trained to use data to diagnose lung cancer at the Memorial Sloan-Kettering Cancer Center. “We are Watson’s teacher.” Dr Craig Thompson MSK President & CEO
- 22. Thinking Machines Data Science Google Self Driving Car Thinking Machines Data Science
- 23. Thinking Machines Data Science Everyone Else’s Self Parking Cars Thinking Machines Data Science
- 24. Thinking Machines Data Science Skycatch Drones Drones + Computer Vision for construction and disaster relief. Komatsu, the world’s 2nd largest construction company, uses robotic vehicles to scoop rocks and flying drones to guide the vehicles!
- 25. Thinking Machines Data Science The Tool Framework 04
- 26. Thinking Machines Data Science The HOW e.g. 1. Machine Learning 2. Natural Language Process 3. Natural Language Generation 4. Deep Learning / Neural Networks 5. Computer Vision Advances in this category first show up in academic research, then businesses find ways to apply these tools to problems.
- 27. Thinking Machines Data Science Fraud Detection The original AI fraud detection company "We try to figure out what they're going to do so we can stop them before or in the act.” ~ Max Levchin, Paypal founder http://www.bloomberg.com/bw/stories/2002-09-30/max-levchin-online-fraud-buster
- 28. Thinking Machines Data Science Fraud Detection These companies use machine learning to flag financial fraud: Prediction Clustering Classification
- 29. Thinking Machines Data Science Computer Vision Translating pictures with Convolutional neural networks Deep Learning Finding Mayan ruins with high-res satellite image transforms
- 30. Thinking Machines Data Science Recommendation Engines These companies use recommendation methods like: Collaborative Filtering Matrix Factorization
- 31. Thinking Machines Data Science Special Mention: Data Science Support Companies These companies build tools for data scientists. Big Data Processing Hadoop Services Semi-automated Model Building Semi-automated Model Deployment
- 32. Thinking Machines Data Science Thinking Machines Data Science Scene from Her How might Artificial Intelligence impact the Philippines? 05
- 33. Thinking Machines Data Science Hybrid AI, or The Augmented Human Blurring the lines, are you talking to a human or a machine?
- 34. Thinking Machines Data Science Near-Future Jobs Augmented Reality Designer Drone Operations Handler Human Organ Designer Artificial Personality Designer AI Customer Service Supervisor The Most Important Design Jobs of the Future. Fastcodesign.
- 35. Thinking Machines Data Science The Philippine BPO Industry http://www.ncc.gov.ph/files/lacdao_phil_it_bpo_roadmap.pdf http://www.rappler.com/brandrap/stories/98207-bpo-philippines-timeline We have over 1 Million full time BPO jobs, >5.4% of total GDP. In 2012, India had >2.8 million BPO jobs.
- 36. Thinking Machines Data Science Manufacturing: Taiwan Global Trading: Singapore Manufacturing: South Korea We’re primed to leverage remote work to rise up as a global economic player.
- 37. Thinking Machines Data Science WARNING: We can’t expect the next 5 years to look like the last 5 years. Problem: The Philippines was #1 in Voice jobs as of 2012 (which will be a problem as computer start talking more). Opportunity: We are global domain experts in BPOs.
- 38. Thinking Machines Data Science We can be the global capital of Hybrid Intelligence! Hybrid Intelligence = Humans +Machines (AI)
- 39. Thinking Machines Data Science Thinking Machines Data Science http://stories.thinkingmachin.es We help companies use data to supercharge their work.