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Chapters & Sections (94)
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0:08
Defining Intelligence and Capability in AI
1:02
Complexity and Big Questions
2:08
Introduction to Guest David Crackour
3:10
Santa Fe Institute and Interplanetary Project
6:46
The Need for a Broader Perspective on the Universe and Life
7:22
The Limitations of Physics in Understanding Extraterrestrial Life
7:52
The Possibility of Alien Music and the Problem of Anthropomorphism
8:22
Questioning Assumptions about Mathematics, Chemistry, and Biology
8:53
The Interplanetary Project's Goals and the Need for a Humanistic Perspective
9:54
Complexity Science and its Roots in Machine Study
10:24
Clarifying the Concept of Problem-Solving Matter
10:55
Comparison to Regular Matter
11:26
Properties and Behavior of Problem-Solving Matter
11:57
Avoiding Forced Analogies in Analysis
12:28
Methodology and Epistemology in Understanding Complex Systems
12:59
Theoretical Approaches to Messy Domains
14:01
Chaos Theory as a Part of Physics
14:32
Complexity and Randomness
15:04
Understanding Complexity
16:06
Organized Complexity and Observer Dependence
17:38
Function Optimization and Environmental Circumstances
18:10
Adaptation in Physics and Living Systems
18:41
Applying Complexity Theory to Society and Economics
19:45
Emergent Regularities in Human Behavior and Societies
21:22
Manipulating Human Behavior
21:54
Analogy and Emergence
22:24
Human Heterogeneity and Constraints
23:27
Regular Patterns of Behavior
24:30
Physical Systems and Emergent Regularities
25:31
Defining Emergence in Physics
26:01
Emergence and Fluid Dynamics Analogy
27:35
Limitations of Emergent Theory and Pseudo Science
28:06
Mathematical Analogy for Prediction Accuracy
29:38
Screened Off Microscopic Degrees of Freedom
30:09
Flocking Birds and Macroscopic Group Behavior
30:40
Emergence in Complex Systems
31:42
Defining Emergent Consciousness in AI
32:13
AI Intelligence and Capability
32:45
Fake Intelligent AI vs Real Knowledge
33:48
Defining Intelligence and Strategic Problem-Solving
34:50
Measuring Shadows to Solve Problems
35:21
Hiring for Problem Solving Skills
35:52
Understanding and Explanation in Intelligence
36:23
Critique of the Turing Test
37:25
Computational Process and Problem Solving
37:58
Computing Device Definition and Materials
38:32
Historical Examples of Computing Devices
39:03
Logic and Material Independence in Computing
40:04
Misleading Projections of the Future
41:40
The Importance of Familiarity and Evolution in Ideas
42:11
Functionalism and the Matter of Consciousness
42:42
The Dependence of Consciousness on Particular Matter
43:15
Biomimesis and the AI Revolution
44:48
Defining and Understanding Consciousness
45:19
The Complexity of Consciousness
46:50
Measuring and Quantifying Consciousness
47:20
The Role of Attention in Consciousness
48:24
Fitness Guru and Consciousness
48:56
I Robot Film and Humanoid Robots
49:26
Residual Programming in Humans and Robots
49:57
Legacy Software and Evolution
50:29
The Culle Problem and Unconscious Mind
52:01
Unique Human Abilities and Self-Awareness
52:34
Evolutionary Programming and Human Intelligence
53:04
Estimating Human Intelligence in the Universe
53:35
Tools and Artifacts in Human Intelligence
54:05
The Importance of Complimentary Cognitive Artifacts
55:40
Life as Problem Solving and Thermodynamic Equilibrium
56:13
The Cynical Answer to the Purpose of Life
56:44
A Nonsynical Alternative Perspective on the Purpose of Life
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