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Artificial Intelligence
AI Foundations
Artificial Intelligence Overview
Brief History of AI
AI Research Paradigms
Philosophical Foundations of Intelligence
Symbolic AI Paradigm
Machine Learning Paradigm
Data Science
AI Safety & Ethics
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Table of Contents
Introduction
1. The Turing Test and Its Critiques
1.1 Turing's Question (1950)
1.2 Turing's Responses to Objections
1.3 Criticisms of the Turing Test
2. The Chinese Room
2.1 Searle's Argument (1980)
2.2 Major Rebuttals
2.3 Modern Significance
3. The Symbol Grounding Problem
3.1 Harnad's Challenge (1990)
3.2 Connection to Embodied Cognition
4. The Problem of Consciousness
4.1 The Hard Problem
4.2 Implications for AI
5. Strong AI / Weak AI / AGI
5.1 Conceptual Distinctions
5.2 The AGI Debate
6. How Philosophical Positions Influence AI Research
References
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