On the Link Between Conscious Function and General Intelligence in Humans and Machines

Overview

Exploring the connection between consciousness and intelligence in humans and AI, examining theories and proposing a unified model for developing more advanced artificial agents.

Syllabus

• Introduction to Consciousness and Intelligence
Definitions of Consciousness
Definitions of General Intelligence
Historical Context and Philosophical Background
• The Relationship Between Consciousness and Intelligence in Humans
Cognitive Neuroscience Perspectives
Theories of Mind and Consciousness
Role of Consciousness in Human Intelligence
• Models of Artificial Intelligence
Overview of AI Architectures
Distinction Between Narrow and General AI
Intelligence in Machines: Current Capabilities
• Theories Linking Consciousness and Intelligence
Global Workspace Theory
Integrated Information Theory
Higher-Order Thought Theory
• Case Studies and Current Research
Analysis of Recent Studies Linking AI and Consciousness
Examination of Human-Like Cognitive Abilities in AI Systems
• Toward a Unified Model of Consciousness and Intelligence
Synthesizing Human and Machine Perspectives
Challenges in Modeling Consciousness in AI
Ethical and Philosophical Implications
• Development of Advanced Artificial Agents
Enhancing Machine Intelligence Through Consciousness-Inspired Approaches
Future Directions in AI and Consciousness Research
Practical Applications and Considerations
• Conclusion
Summary of Key Insights
Future Prospects in the Study of Consciousness and General Intelligence

Subjects

Conference Talks