Understanding 20160825 v3
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The document discusses cognitive systems, including: 1) What constitutes a cognitive system both biologically and technologically. 2) The types of digital cognitive systems that exist, including tools, assistants, collaborators, coaches, and mediators. 3) How to build, understand, and work with cognitive systems, with a focus on gaining experience over time.
Understanding 20160825 v3
- 1. Understanding Cognitive Systems Jim Spohrer (IBM), August 25, 2016 CSIG (Cognitive Systems Institute Group) Speaker Series http://www.slideshare.net/spohrer/understanding_20160825_v3 8/25/2016 Understanding Cognitive Systems 1
- 2. Today’s Talk: Understanding Cognitive Systems • What is a cognitive system (entity)? • biological • technological • types of digital cognitive systems • How to… • build them? • understand them? • work with them? • Steps toward a next generation cognitive curriculum… 8/25/2016 Understanding Cognitive Systems 2
- 3. What is a cognitive system (entity)? 8/25/2016 Understanding Cognitive Systems 3
- 4. What is a digital cognitive system (entity)? 8/25/2016 Understanding Cognitive Systems 4
- 5. What do people want? CognitiveBuild… • A cognitive system that knows.. • topic(s) and helps me make decisions & design solutions • me and helps me learn & grow • opportunities and helps me prioritize and seize the best ones • Types • Tool • Assistant • Collaborator • Coach • Mediator 8/25/2016 Understanding Cognitive Systems 5
- 6. Types • Tool • Assistant • Collaborator • Coach • Mediator 8/25/2016 Understanding Cognitive Systems 6
- 7. Types: Progression of capabilities and trust 8/25/2016 Understanding Cognitive Systems 7 Task & World Model/ Planning & Decisions Self Model/ Machine Learning User Model/ Episodic Memory Institutions Model/ Trusted Social Acts Tool + - - - Assistant ++ + - - Collaborator +++ ++ + - Coach ++++ +++ ++ + Mediator +++++ ++++ +++ ++
- 8. Build: 10 million minutes of experience 8/25/2016 Understanding Cognitive Systems 8
- 9. Build: 2 million minutes of experience 8/25/2016 Understanding Cognitive Systems 9
- 10. Build: Experience > Data > Software > Hardware 8/25/2016 Understanding Cognitive Systems 10
- 11. Understand them… 8/25/2016 Understanding Cognitive Systems 11
- 12. Work with… 8/25/2016 Understanding Cognitive Systems 12
- 13. Next generation cognitive curriculum 8/25/2016 Understanding Cognitive Systems 13