Human tech biota_pietro_leo_2019
•
2 likes•300 views
HumanTechBiota is acting as the human microbiota (the collective microorganisms that resides symbiotically in our bodies) having an increasing role for our overall well being
Recommended
Recommended
More Related Content
What's hot
What's hot (20)
Similar to Human tech biota_pietro_leo_2019
Similar to Human tech biota_pietro_leo_2019 (20)
More from Pietro Leo
More from Pietro Leo (9)
Recently uploaded
Recently uploaded (20)
Human tech biota_pietro_leo_2019
- 1. Human Tech BIOTA Pietro Leo IBM Executive Architect - Chief Scientist and Strategist for the IBM Italy Research & Business - Member of IBM Academy Leadership www.pieroleo.com
- 4. 4 www.pieroleo.com @pieroleo Well being Affective Sports Cognitive Politics Economics Health Education PsychologyHumanTechBiota HumanTechBiota is acting as the human microbiota (the collective microorganisms that resides symbiotically in our bodies) having an increasing role for our overall well being HumanTechBiota HumanTechBiota HumanTechBiota www.pieroleo.com
- 5. 5 Awareness Well-being Short-terms Goals Long-term Goals www.pieroleo.com @pieroleo Awareness Short-terms Goals Well being Long-term Goals
- 6. 6 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Health & Health Check Art & Entertainment Mobility Sports Food & Nutrition Shopping Security www.pieroleo.com @pieroleo Awareness Short-terms Goals Education Well being Long-term Goals
- 7. 7 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Art & Entertainment Mobility Sports Shopping Security Tablet Smartphones Self-driving cars Smartwatches Voice Assistant Smart Homes www.pieroleo.com @pieroleo Short-terms Goals Health & Health Check Food & Nutrition Education Smart TV Awareness Well being Long-term Goals
- 8. 8 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Art & Entertainment Mobility Sports Shopping Security Tablet Smartphones Self-driving cars Smartwatches Smart TV Voice Assistant Smart Homes www.pieroleo.com @pieroleo Short-terms Goals Health & Health Check Food & Nutrition A number of ARTIFICIAL INTELLIGENCE tools already support our decisions Awareness Well being Long-term Goals
- 9. 9 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Art & Entertainment Mobility Sports Shopping Security Tablet Smartphones Self-driving cars Smartwatches Smart TV Voice Assistant Smart Homes www.pieroleo.com @pieroleo Short-terms Goals Health & Health Check Food & Nutrition but ACTIVE INTELLIGENCE SYSTEMS will take care of us Awareness Well being Long-term Goals
- 10. 1 0 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Art & Entertainment Mobility Sports Shopping Security Tablet Smartphones Self-driving cars Smartwatches Smart TV Voice Assistant Smart Homes www.pieroleo.com @pieroleo Short-terms Goals Health & Health Check Food & Nutrition Awareness A number of ARTIFICIAL INTELLIGENCE tools already support our decisions but ACTIVE INTELLIGENCE SYSTEMS will take care of us Well being Long-term Goals
- 11. 1 1 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Art & Entertainment Mobility Sports Shopping Security Tablet Smartphones Self-driving cars Smartwatches Smart TV Voice Assistant Smart Homes www.pieroleo.com @pieroleo Short-terms Goals Health & Health Check Food & Nutrition Awareness A number of ARTIFICIAL INTELLIGENCE tools already support our decisions but ACTIVE INTELLIGENCE SYSTEMS will take care of us Well being Long-term Goals
- 12. Siri GPSDeepBlue, 1997 Watson, 2011 AlphaGo, 2016 Face Detection & Recognition Self-drive vehiclesRecommenders Voice Activated Devices Assistants & ChatBots Jeobardy! Real-time Translation
- 13. TESLA - AUTOPILOT 1.000.000.000 MILES WAYMO - SELFDRIVE 10.000.000 MILES
- 14. FACE RECOGNITION IN AIRPORT TERMINALS VOICE IS BECOMINGTHE NEW INTERFACE
- 15. Image Credits: https://www.flickr.com/photos/yeeship/ How Artificial Intelligence is perceived from the business world and from our governments today? www.pieroleo.com
- 19. 400 use cases in 19 Industries www.pieroleo.com @pieroleo
- 21. It is a fact that it is one of the main innovation drivers for business and industry transformations Artificial Intelligence (for Business & Science) New Use Cases / New Theories / New Knowledge
- 22. NewUseCases/NewTheories/NewKnowledge AI Vendor AI Buyers 700 1.500 3.000 300 4 layers, 40 categories, 100 sub categories. Source: https://www.cognilytica.com/2019/01/16/cognilyticas- classification-of-the-ai-vendor-ecosystem-overview-and-bottom-3- layers/ A sample of 3.000 AI companies on CrunchBase NewProducts/NewCompanies/NewMarkets www.pieroleo.com @pieroleo
- 23. NewUseCases/NewTheories/NewKnowledge AI Vendor AI Buyers 700 1.500 3.000 300 4 layers, 40 categories, 100 sub categories. Source: https://www.cognilytica.com/2019/01/16/cognilyticas- classification-of-the-ai-vendor-ecosystem-overview-and-bottom-3- layers/ A sample of 3.000 AI companies on CrunchBase NewProducts/NewCompanies/NewMarkets www.pieroleo.com @pieroleo MxN
- 24. 24 www.pieroleo.com @pieroleo AI National Strategies
- 25. The evolution of Artificial Intelligence IBM Research / © 2018 IBM CorporationIBM Research / © 2017 IBM Corporation General AI Revolutionary 2050 and beyond Narrow AI Emerging Broad AI Disruptive and Pervasive ▼ We are here 25 25
- 26. The evolution of Artificial Intelligence IBM Research / © 2018 IBM CorporationIBM Research / © 2017 IBM Corporation General AI Revolutionary 2050 and beyond Narrow AI Emerging Broad AI Disruptive and Pervasive ▼ We are here 26 26 Making it robust for enterprises
- 27. @pieroleo Artificial Intelligence Machine Learning Deep Learning Data Mining Data Science Big Data Defining AI & Cognitive, Machine Learning e Deep Learning Cognitive IT systems that aims to build algorithms to predict meaning in features of human languages (spoken, written, visual) and emulates related forms of human reasoning and knowledge representation It is a class of techniques that aims to generate knowledge by training data to recognize the correlation between a set of feature patterns and outcomes. Systems that leverage a combination of AI reasoning and knowledge representation strategies and other analytic and classical computing techniques to solve a complex problem It is a rapidly maturing Machine Learning space, based on neural network techniques, that are taught to find their own features Internal Use Only
- 28. @pieroleo BUSINESS PROBLEMS Cloud, hybrid cloud & on premise Infrastructure Data Applications & Processes Traditional Algorithms COMPUTING DATA BUSINESS LOGIC Artificial Intelligence is emerging as a new enterprise platform layer to move and speedup business IT Applications and Processes to a new level Artificial Intelligence / Cognitive Internal Use Only AI positioning in the Enterprise IT context
- 29. @pieroleo 29 Perception Deep Learning & Reasoning Classification Explaining InterpretabilitySymbolic Reasoning Observing Common-Sense Planning Patterns & Sub-patterns Observation AI Algorithms ….. ….. ….. Ethics
- 30. Source: https://www.ibm.com/watson/products-services/ IBM Artificial Intelligence software stackforinsights generation AIIndustrialMiddleware
- 31. @pieroleo 31Source: https://www.research.ibm.com/artificial-intelligence/ Main AI Research Areas
- 32. 3 2 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Art & Entertainment Mobility Sports Shopping Security Tablet Smartphones Self-driving cars Smartwatches Smart TV Voice Assistant Smart Homes www.pieroleo.com @pieroleo Long-term Goals Short-terms Goals Health & Health Check Food & Nutrition Well beingAwareness A number of ARTIFICIAL INTELLIGENCE tools already support our decisions but ACTIVE INTELLIGENCE SYSTEMS will take care of us RISKS and LIMITS
- 33. @pieroleo Sabine Moreau By following (and trusting) the GPS’s direction, Sabine Moreau finally reached to Zagreb, in Croatia, which was 900 miles (1450 km) away from her desired destination (a train station at 93 miles for her home ) GPS
- 34. @pieroleo
- 36. @pieroleo
- 37. @pieroleo Source: https://venturebeat.com/2019/10/29/researchers-fool-person-detecting-ai-with-an-adversarial-t-shirt/ Researchers foil people-detecting AI with an ‘adversarial’ T-shirt Achieve up to 79% and 63% success rates in digital and physical worlds, respectively, against the popular YOLOv2 model.
- 38. @pieroleo https://techcrunch.com/2018/05/24/uber-in-fatal-crash- detected-pedestrian-but-had-emergency-braking- disabled/ Uber in a fatal crash, Mar 18
- 39. @pieroleo https://techcrunch.com/2018/05/24/uber-in-fatal-crash- detected-pedestrian-but-had-emergency-braking- disabled/ Uber in a fatal crash, Mar 18
- 40. @pieroleo Human Errors - Safety driver’s inattention - Pedestrian’s impaired crossing of the road - Uber safety culture at that time: never reviewed this driver Machine Errors - Wrong interpretation of the right of the obstacle goal (multiple and changing object classification results) - The Volvo standard automatic emergency braking system wrongly disabled Automation Complacency • Poor monitoring of safety drivers, • Lack of countermeasures for automation complacency Policy issues • Lack of good regulations at the Arizona and Federal levels
- 41. @pieroleo MY TALKS COULD BE RECORDED
- 42. @pieroleo WHO IS REAL? Source: http://www.whichfaceisreal.com/index.php
- 43. @pieroleo https://modulate.ai/ YOU CAN SPEAK LIKE A CELEBRITY
- 44. @pieroleo AI algorithms & Bias
- 45. @pieroleo Source: https://blog.openai.com/better-language- models/#sample8 YOU CAN GENERATE HIGH- QUALITY STORIES (e.g. REVIEWS)
- 46. @pieroleo Amusement park thermal camera gives one lucky family a sneak peak of their preborn baby
- 47. Siri GPSDeepBlue, 1997 Watson, 2011 AlphaGo, 2016 Face Detection & Recognition Self-drive vehiclesRecommenders Voice Activated Devices Assistants & ChatBots Jeobardy! Real-time Translation A new Territory for AI how to deal with TRUSTWORTHINESS
- 49. To understand why do we need TRUSTWORTHINESS think about when cars were first invented… it was like an un ruled world: people driving left and right, no stop signs, or seat belts www.pieroleo.com @pieroleo
- 50. @pieroleo
- 51. @pieroleo Performance comparison in turning a bagel image into an adversarial bagel image classified as a “grand piano” using ZOO and AutoZOOM attacks.
- 52. @pieroleo 52 Source: https://art-demo.mybluemix.net/ Inserting a Backdoor into a Machine Learning DataSet
- 54. @pieroleo AI Ethics is becoming a marketplace
- 55. 5 5 Awareness Well-being Short-terms Goals Long-term Goals Emergency Domestic Tasks & life at home Work Individual & Family Happiness Art & Entertainment Mobility Sports Shopping Security Tablet Smartphones Self-driving cars Smartwatches Smart TV Voice Assistant Smart Homes www.pieroleo.com @pieroleo Short-terms Goals Health & Health Check Food & Nutrition Awareness A number of ARTIFICIAL INTELLIGENCE tools already support our decisions but ACTIVE INTELLIGENCE SYSTEMS will take care of us Well being Long-term Goals
- 56. Helpusto Sense & Organize digital Data & Information Supportdecisions for us and our organizations Big Data Decision Lakes • Internet • Web/Mobile • Data • Cloud / IoT • Analytics • Artificial Intelligence /Machine Learning • Natural Interfaces • Multimodal Reasoning Why Active Intelligence Systems? Active Intelligence New Products & Services that Proactively learn to take care of us
- 57. Helpusto Sense & Organize digital Data & Information Supportdecisions for us and our organizations Big Data Decision Lakes • Internet • Web/Mobile • Data • Cloud / IoT • Analytics • Artificial Intelligence /Machine Learning • Natural Interfaces • Multimodal Reasoning Active Intelligence New Products & Services that Proactively learn to take care of us Trustfulness is a new exponential exogenous growing factor for technology Trustfulness & Ethics
- 58. Outright Bans Informing Citizens Active Vehicles
- 59. Source: Shaun Sweeney and others https://arxiv.org/pdf/1706.00646.pdf IBM Research & University College Dublin Cyber-physics, pollution mitigation, and electric bikes A cyber-physical system that mitigates the effect of urban pollution by indirectly controlling the minute ventilation (volume of air inhaled per minute) of cyclists in polluted areas. Active e-bike www.pieroleo.com @pieroleo
- 60. High definition Risk modeling to recognize multiple forms of fragility Complex Pathologies are in context of large ecosystems Active Healthcare systems
- 61. Dementia in Italy © 2019 IBM Corporation 61 $800 billion in annual direct and indirect costs of care, social payments and lost income 12% of global health expenditure is spent on diabetes Diabetes Disease 425 million Total number of adults with diabetes (20-79 years) in the world 1 in 14, 352 million Impaired glucose tolerance (pre-diabetics) adults www.pieroleo.com @pieroleo 1.2 million in Italy Today there are 47.5 million people in the world suffering from dementia and 8.2 million in Europe 37.7 Billion Euro expenditure (about 2% GDP) Annual social cost in Italy (2015 data) 57% Expected reduced ratio of the number pf AD patients by a hypothetical intervention that delays the onset of AD by 5 years High definition Risk modeling to recognize multiple forms of fragility
- 62. Siri GPSDeepBlue, 1997 Watson, 2011 AlphaGo, 2016 Face Detection & Recognition Self-drive vehiclesRecommenders Voice Activated Devices Assistants & ChatBots Jeobardy! Real-time Translation Last thought Bonus
- 63. one Last thought See video: https://vimeo.com/128873380
- 64. 6 4 www.pieroleo.com @pieroleo Well being Affective Sports Cognitive Politics Economics Health Education PsychologyHumanTechBiota HumanTechBiota is acting as the human microbiota (the collective microorganisms that resides symbiotically in our bodies) having an increasing role for our overall well being HumanTechBiota HumanTechBiota HumanTechBiota www.pieroleo.com
- 67. HumanTech BIOTA Pietro Leo IBM Executive Architect - Chief Scientist and Strategist for IBM Italy Research & Business - Member of IBM Academy Leadership www.pieroleo.com @pieroleo Grazie!