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A Reply to Is Complexity An Illusion?

delete2026-01-01
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PRE
AI
G
Gabriel Simmons *
DOI:10.1007/978-3-032-00800-8_19delete
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Abstract

Abstract

En 中文
The paper Is Complexity an Illusion? [1] provides a formalism for complexity, learning, inference, and generalization, and introduces a formal definition for a policy. This reply shows that correct policies do not exist for a simple task of supervised multi-class classification, via mathematical proof and exhaustive search. Implications of this result are discussed, as well as possible responses and amendments to the theory.
Keywords:
Complexity
Weakness
AGI
Abstraction

Journal

A
ARTIFICIAL GENERAL INTELLIGENCE, AGI 2025, PT II
IF:
0
Papers:
31
Citations:
0

Organization

University of California System cover
University of California System
Scholars:
37.5W
Papers: 33.7W
Citations: 6.6K