Enabling cognitive computing business
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Cognitive computing is the simulation of human thought processes in a computerized model. It's goal is to create automated non-organic systems that are capable of solving real problems (business and personal) without requiring human assistance.
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Enabling cognitive computing business
- 1. 1 a five minute mini-TED discussion
- 4. 4 Distant Past Recent Past Present Near Future Distant Future COGNITIVELY
- 5. 5 WHAT AM I? Distant Past Recent Past Present Near Future Distant Future
- 6. 6 WHERE AM I? Distant Past Recent Past Present Near Future Distant Future
- 7. 7 WHO AM I? Distant Past Recent Past Present Near Future Distant Future
- 8. 8 HOW DO I? Distant Past Recent Past Present Near Future Distant Future
- 9. 9 HOW DO I…
- 10. 10 HOW DO I… … make more money?
- 11. 11 HOW DO I… … make more money? …live a better life?
- 12. 12 HOW DO I… … make more money? …live a better life? … find somebody to love?
- 13. 13 HOW DO I… … make more money? …live a better life? … find somebody to love? … acquire an awesome home?
- 14. 14 HOW DO I?
- 15. 15 - two opposing forces - Exponential Explosion In Information Against Equally Diminishing Availability Of Time
- 16. 16 - the answer - We Need More Of Us Now Than Ever
- 17. 17 Cognitive Computing We Are In Need Of
- 18. 18 Cognitive Computing We Are In Need Of Cognitive computing is the simulation of human thought processes in a computerized model. Cognitive computing involves self-learning systems that use data mining, pattern recognition and natural language processing to mimic the way the human brain works. The goal of cognitive computing is to create automated non-organic systems that are capable of solving problems without requiring human assistance. DEFINITION COMPOSITION GOALS
- 19. 19 Organization (synapses) Simple Complex Simple Dynamic Cognitive Complexity vs Organisms 1011 107 1010109108 106105104103 1012 109 1010 1013 101 108 107 106 105 104 103 102 1014 1011 1012 1015 102101 Behavior (neurons) Living Zone Fluidic Zone Solidic Zone
- 20. 20 Enterprise Data IT Data Open Source / Internet Data Behavior Simple Complex Simple Dynamic Organization Cognitive Complexity vs Data Sources
- 21. 21 Behavior Simple Complex Simple Dynamic Organization Controlled Uncontrolled Semi-controlledThe enterprise controls content, access, and usage of all data The enterprise does not control content, access, and usage of all data There is a mixture of controlled and uncontrolled content, access, and usage of all data e.g., ERM, CRM, Web, etc. e.g., Facebook, Twitter, Reddit, social, etc. Cognitive Complexity vs Data Control
- 22. 22 Athenic Genetic Frequentist Inference Network Behavior Simple Complex Simple Dynamic Organization Real World Human Solvable-Only Problems Evolutionary Neural Networks Cognitive Complexity vs Computation Capability
- 23. 23 Behavior Simple Complex Simple Dynamic Organization Cognitive Complexity vs Generation Perceiving Learning Abstraction Reasoning FIRST WAVE (KS) Perceiving Learning Abstraction Reasoning Perceiving Learning Abstraction Reasoning SECOND WAVE (AI) THIRD WAVE (ATHENIC)
- 24. 24 Cognitive Computing Characteristics FIRST WAVE (KS) • Handcrafted Knowledge • Statistical Learning • Contextual Adaptation Perceiving Learning Abstraction Reasoning SECOND WAVE (AI) THIRD WAVE (ATHENIC) • Handcrafted Knowledge • Enable reasoning over narrowly defined problems • No learning capability and poor handling of uncertainty • Cyber Security (Mechaphish) • ELIZA - Psychotherapy • Nuanced classification and prediction capabilities • No contextual capability and minimal reasoning ability • Statistically impressive, but individually unreliable • Observer real-time cyber attacks at scale • Disease identification • Handcrafted Knowledge • Statistical Learning • Systems construct explanatory models for classes of real world phenomena • Learns overtime how the world is constructed • Vast amounts of training data • Diagnose diseases and example why • Find bad guys and explain why
- 25. 25 Real-world high dimensional data (such as images) lie on low- dimensional manifolds embedded in the high-dimensional space. • Each manifold represents a different entity • Understanding data comes by separating the manifolds Manifolds: Foundation of Knowledge
- 26. 2626 COGNIZANT & GOOGLE CONFIDENTIAL © 2017 http://playground.tensorflow.org Complex and highly non-linear data set. Think buying decisions patterns Neural Networks
- 27. 27 ATHENIC SYSTEMS TRUE COGNITIVE COMPUTING
- 28. 28 Cognizant and Google Cloud ATHENIC SYSTEMS
- 29. 29 Cloud Translate Cloud Natural Language Cloud Speech Cloud Vision Athena Evolve Athena Genetics Cloud Video Intelligence Athena TensorFlow Neural Networks Cognizant and Google Cloud ATHENIC SYSTEMS Athena Cloud Machine Learning Google Compute, Storage, Big Data
- 30. 30 Creative Center for Cognitive Computing