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Algorithms
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Algorithms
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A Complete Theory of Everything (Will Be Subjective)

A complete theory of everything (will be subjective)
Authors: Marcus Hutter;

A Complete Theory of Everything (Will Be Subjective)

Abstract

Increasingly encompassing models have been suggested for our world. Theories range from generally accepted to increasingly speculative to apparently bogus. The progression of theories from ego- to geo- to helio-centric models to universe and multiverse theories and beyond was accompanied by a dramatic increase in the sizes of the postulated worlds, with humans being expelled from their center to ever more remote and random locations. Rather than leading to a true theory of everything, this trend faces a turning point after which the predictive power of such theories decreases (actually to zero). Incorporating the location and other capacities of the observer into such theories avoids this problem and allows to distinguish meaningful from predictively meaningless theories. This also leads to a truly complete theory of everything consisting of a (conventional objective) theory of everything plus a (novel subjective) observer process. The observer localization is neither based on the controversial anthropic principle, nor has it anything to do with the quantum-mechanical observation process. The suggested principle is extended to more practical (partial, approximate, probabilistic, parametric) world models (rather than theories of everything). Finally, I provide a justification of Ockham’s razor, and criticize the anthropic principle, the doomsday argument, the no free lunch theorem, and the falsifiability dogma.

Country
Australia
Related Organizations
Keywords

FOS: Computer and information sciences, predictive power, Cosmology and Nongalactic Astrophysics (astro-ph.CO), Simplicity and complexity, Universal self-sampling, Industrial engineering. Management engineering, Computer Science - Information Theory, FOS: Physical sciences, Ockham’s razor, Popular Physics (physics.pop-ph), T55.4-60.8, No-free-lunch, Observer localization, no-free-lunch, Physics - Popular Physics, observer localization, Foundations, quantum information and its processing, quantum axioms, and philosophy, Universal theories, Philosophy of mathematics, World models, inductive reasoning, simplicity and complexity, computability, Inductive reasoning, Information Theory (cs.IT), universal self-sampling, QA75.5-76.95, world models, Foundational topics in statistics, universal theories, Algorithmic information theory (Kolmogorov complexity, etc.), Keywords: Computability, Electronic computers. Computer science, Ockham's razor, 190, Predictive power, Astrophysics - Cosmology and Nongalactic Astrophysics

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
10
Average
Average
Average
Green
gold