public:t-720-atai:atai-24:patterns
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T-720-ATAI-2024 Main
Lecture Notes 2024
Patterns, Emergence & Self-Organization
Introduction
| What It Is | xxx |
| Why It Matters | xxx |
| Regularity | When the result of a comparison between two sets of data are found to overlap it is called regularity. The overlap can be computed in various ways; different comparison methods resulting in different patterns. Regularity is hypothesized to be caused by rules. |
| Patterns | Patterns arise in a system made of parts or components, where the whose components interact in multiple ways, following (hypothesized) rules. |
| What is Emergence? | In philosophy, systems theory, science, and art, emergence occurs when an entity is observed to have properties its parts do not have on their own, properties or behaviors that emerge only when the parts interact in a wider whole. Source: Emergence on Wikipedia |
| Why is this relevant? | To make GMI (general machine intelligence) systems, we must adopt new methodologies, i.e. methodologies that do not build on standard ways to build systems as done in traditional engineering and computer science. Looking at systems that employ different methods from putting everything in pipelines, hand-coding everything beforehand, using the slowest component to determine the update rate of the whole system, pre-compilation, etc., can help our imagination adopt new paradigms. |
| Related Concept: Complexity |
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