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Democratization of Expertise: How Cognitive Systems Will Revolutionize Your Life
When Things Become Democratized
Adoption of Technology
Revolutions
The Nature of Revolutions
The Cognitive Systems Revolution
The Coming Cognitive Augmentation Era
Deep Learning/Machine Learning
Big Data
Internet of Things
Natural Language Interfaces
Open Source AI
Cloud-Based Services
Social Media
The Connected Age
The Cognitive Systems Era
A Brief History of Human Augmentation
Technology Creates New Kinds of Workers
Human Cognitive Augmentation
The Human/Cog Ensemble
The Cognitive Process
Cognitive Work and the Augmentation Factor
Cognitive Power
Cognitive Accuracy and Cognitive Precision
Levels of Cognitive Augmentation
Summary
A Brief History of Artificial Intelligence
The Dartmouth Conference
Milestones in Artificial Intelligence
Machine Learning
Game Playing in Artificial Intelligence
Chatbots
The Nature of Expertise
The Turing Test and Searle’s Chinese Room
Chunks
Types of Knowledge and the Knowledge Level
Bloom’s Taxonomy
Cognitive Architectures
Genealogy of Cognitive Architectures
General Problem Solver
Reflexive/Tropistic/Instinctive Agent
Model-Based Reflexive/Hysteretic Agent
Goal-Based/Knowledge-Level Agent (Reasoning Agent)
Utility-Based/Knowledge-Level Agent (Rational Agent)
General Learning Agent (Adaptive Agent)
Evolutionary Agent (Evolving Agent)
EPIC
ACT-R
CLARION
Soar
Soar/Formal Model
Standard Model of the Mind
Subsumption Architecture
Emotion Machine—Model 6
Genesis Architecture
Synthetic Expertise
Requirements for Expertise
The Knowledge Level Description of Expertise
The Expertise Level
The Expertise Level Description of Expertise
The Model of Expertise
The Soar Architecture for Expertise
Synthetic Expertise: The Human/Cog Ensemble
Composite Activities
Cognitive Augmentation
Synthetic Teachers
Intelligent Tutoring Systems
Teaching Styles and Pedagogy
The Synthetic Teacher Model
Synthetic vs. Artificial Teachers
Subject-Oriented Teacher Cogs
Synthetic Friend/Therapist
Conversational Chatbots
The Synthetic Friend Model
Virtual Diaries
Synthetic Elderly Companions
Elder Models
Activity Models
Emotional/Mood Models
Task Models
Episodic Memory and Diagnostic Conversation
Distributed Sensors
Interactive Smart Mirror Displays
Augmented and Mixed Reality
Gait/Body Language Analysis
Elder Care Research
Synthetic Colleagues
Enhancing Productivity
Artificial Entertainers, Lawyers, Politicians
The Personal Cog Revolution
The Synthetic Colleague Model
Social and Professional Network Assistant
Conference and Journal Publications and Grants Assistant
Multi-Modal Interface
Publication Finder
Summarizer, Assimilator, State of the Art
Question Answering
New Work Updates
Remote Cog/Cog Collaboration
Semi-Autonomous Learning
Theory Assistant, Idea Explorer
Synthetic Collaboration
Autonomously Generated Knowledge
Autonomous Knowledge Discovery in Healthcare
Autonomous Knowledge Discovery in Business and Military
Autonomous Knowledge Discovery in Personal Lives
Automated Discovery
Intellectual Property Ownership
The Democratization of Expertise
Bibliography
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