Trender, förutsägelser och Gissningar

Transkript

1 Trender, förutsägelser och Gissningar Mikael Haglund CTO, IBM Sweden about.me/mikaelhaglund 2016 International Business Machines Corporation

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3 Connie Individanpassad, interaktiv kommunikation Kognitiv Robot Data Affärsnära och kundnära IT Moln Internet of Things

4 Allt blir smart

5 photo from Tesla Motors 100,000,000 lines of code in a new car 1,200,000 lines of code in a smartphone 80,000 lines of code in a pacemaker 2015 INTERNATIONAL BUSINESS MACHINES CORPORATION photo from Samsung photo from Medtronic 5,000,000 lines of code in smart 5 appliances

6 Where code goes, data flows, and cognition will follow. 44 zettabytes unstructured data You are here structured data Do not distribute

7 Data & Analys

8 Exogenous data 1,100 Terabytes Generated per lifetime Influence on outcomes 60% Genomics data 6 TB Per lifetime Clinical data 0.4 TB Per lifetime 30% 10% Source: "The Relative Contribution of Multiple Determinants to Health Outcomes", Lauren McGover et al., Health Affairs, 33, no.2 (2014)

9 Kognitiv Affärsverksamhet

10 Och mer live-demo:

11 Photo by two stout monks on Flickr Programmable Cognitive h b Area av triangle: Multiply base (b) by height (h) Divide by two

12 Kognitiva system förstår världen genom att känna och interagera. De förstår naturligt språk och annat ostrukturerat data som bilder och ljud. De resonerar sig fram, och de är lärande system. Låt oss äta, morfar. Låt oss äta morfar. Programmerbara system If the_thing ( Har fyra ben and klor and Mjauar and äter möss ) then the_thing is a Katt endif Kognitiva system Läs Wikipedia, Encyclopedia Britannica. Kolla på bilder Läs berättelser och sociala media. Sammanställ själv: Vad är karaktäristika för Katt? Förstå relation till närliggande begrepp som Katt med nio svansar

13 En lett har lett en lätt översyn av ett underliggande system och funnit odugligheter som heter duga. A rise has led an easy review of the underlying systems and found unfit's called being good enough. The results show that ERK2 phosphorylated p53 at Thr55.

14 Creating a new partnership between people and computers that enhances, scales and accelerates human expertise Cognitive Computing 2016 International Business Machines Corporation

15 2016 International Business Machines Corporation Watson

16 IBMWatson Exempel på användning Beslutsstöd Forskningsstöd Debatt Kundstöd/Kundrådgivning Kreativitet Del av andras lösningar 2014 International Business Machines Corporation

17 IBM Watson for Oncology Trained by Memorial Sloan Kettering Miljoner vetenskapliga artiklar DNA-data om patient DNA-data om tumör Behandlingsalternativ 2014 International Business Machines Corporation

18 2016 International Business Machines Corporation Demo av IBM Debater v=6fjotaziczw&feature=youtu.be&t=35m10s

19 Talked about this: ( showed this short: International Business Machines Corporation

20 IBM WATSON Questions & Answers Personality Insights Keyword Extraction Image Link Extraction Decision Optimization Easy Adaptation Natural Language Processing Machine Learning Question Analysis Feature Engineering Language Detection Visual Recognition Concept Expansion Relationship Extraction Concept Insights Dialog Feed Detection Concept Tagging Sentiment Analysis Answer Generation Usage Insights Knowledge Graph Emotion Analysis Decision Support Knowledge Studio Service Ontology Analysis Text to Speech Natural Language Classifier Retrieve & Rank Language Translation Taxonomy Message Resonance Fusion Q&A Risk Stratification Criteria Classification Statistical Dialog Author Extraction Tone Analyzer Image Tagging Policy Identification Q&A Qualification Tradeoff Analytics Watson News Text Extraction Video Augmentation Knowledge Canvas Speech to Text Entity Extraction Face Detection Factoid Pipeline Case Evaluation 2016 INTERNATIONAL BUSINESS MACHINES CORPORATION

21 Your Personality* You are skeptical, shrewd and excitable. You are self-conscious: you are sensitive about what others might be thinking about you. You are independent: you have a strong desire to have time to yourself. And you are unconcerned with art: you are less concerned with artistic or creative activities than most people who participated in our surveys. Your choices are driven by a desire for efficiency. You are relatively unconcerned with both tradition and achieving success. You care more about making your own path than following what others have done. And you make decisions with little regard for how they show off your talents. *Compared to most people who participated in our surveys. **There were 548 words in the input. We need a minimum of 3,500, preferably 6,000 or more, to compute statistically significant estimates.

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23 2016 International Business Machines Corporation

24 Creating a new partnership between people and computers that enhances, scales and accelerates human expertise Cognitive Computing 2016 International Business Machines Corporation

25 Digitalisering räcker inte Vi drunknar i data och behöver hjälp Kognitiva system kan hjälpa Watsontjänster kan byggas in stegvis i lösningar Robotarna får ångest 2016 International Business Machines Corporation

26 2016 International Business Machines Corporation

27 Tack! Mikael Haglund, IBM about.me/mikaelhaglund 2016 International Business Machines Corporation