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Topological Collapse of Complexity: P = NP under the NLS Structural Paradigm.

▲ 10 points • by LeonardoYMG • 4mo ago • HN discussion ↗

Pangram verdict · v3.3

We believe that this document is fully human-written

7 %

AI likelihood · overall

Human
100% human-written 0% AI-generated
SEGMENTS · HUMAN 1 of 1
SEGMENTS · AI 0 of 1
WORD COUNT 149
PEAK AI % 7% · §1
Analyzed
Jul 18
backend: pangram/v3.3
Segments scanned
1 windows
avg 149 words each
Distribution
100 / 0%
human / AI fraction
Verdict
Human
Pangram v3.3

Article text · 149 words · 1 segments analyzed

Human AI-generated
§1 Human · 7%

Published July 18, 2026 | Version v1

Description This document proposes a conceptual and constructive solution to the millennium problem $P$ vs $NP$. It is demonstrated that the asymmetrical complexity barrier between verification (P) and resolution (NP) is a direct consequence of using a deficient algebraic coordinate system (sequential brute force). By introducing the NLS Universe (Discrete Equilibrium Structure), it is proven that combinatorial complexity collapses to constant time $O(1)$. As a proof of concept, the generation algorithm for the NP-Complete Sudoku problem (SDK-NLS) is presented, establishing the Theorem of the Symmetry of Extremes: an empty board (0 clues) and a nearly solved board (80 clues) require the exact same structural computational effort. Furthermore, it is demonstrated that the solution space is not found through search, but generated through topological gears and combinatorial parametrization.

Files ColapsoTopologicoNLS-EN.pdf Files (258.3 kB)

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