understanding two 20161212 v2
TRANSCRIPT
05/01/2023 Understanding Cognitive Systems 1
Lecture Two: One WorldSeries: Understanding Cognitive
SystemsJim Spohrer (IBM)
Director, Understanding Cognitive SystemsDecember 7, 2016
http://www.slideshare.net/spohrer/understanding_two_20161207_v1
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Today’s Talk: One World• Lecture One (Recap): Worlds Apart
• Biological and Digital Cognitive System Entities• Build them:
• BCS interact to learn through experience• Adult: 10M minutes (gains commonsense reasoning and knowledge)• Expert: 2M minutes, includes 10K hours of deliberate practice
• DCS programmed• Today: HW/SW building blocks (requires programmer)• Tomorrow: Master Algorithm (Domingos), like BCS
• Lecture Two: One World• DCS beginning to interact to learn
• Environment (simulated, real)• With other DCS and BCS
• Future: Socio-technical system design• Fitting DCS into BCS personal and professional lives• Smart/wise service systems
Jim SpohrerDirector, Understand Cognitive Systems
IBM Research(Bio: Maine, MIT, Verbex, Yale, Apple, IBM, …)
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Prof. Peter Abbeel (UC Berkeley)
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Remember, this stuff is stillreally hard…
© IBM UPWard 2016
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university day!
05/01/2023 © IBM 2015, IBM Upward University Programs Worldwide accelerating regional development
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Dedication: Douglas C. EngelbartFather of the mouse and augmentation theory