The Puzzle Theory Algorithm of AGI

The Puzzle Theory Algorithm is a core component of the Landry Protocols (specifically the Landry Hallucination-Free Protocol, or LHFP), developed by Marie Seshat Landry. It represents a shift from "predatory" probabilistic AI to deterministic intelligence. In this framework, AGI is not treated as a text-generator but as a reconstruction engine. The theory posits that every valid output (a fact, a document, or a solution) exists as a set of "addressable nodes" that must be snapped together with mathematical certainty, much like pieces of a physical puzzle.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-21
DOI
https://doi.org/10.5281/zenodo.18321421
Primary Topic
Computability, Logic, AI Algorithms
Type
article
Field-Weighted Citation Impact
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article

The Puzzle Theory Algorithm of AGI

Mari-Soleil Seshat Landry
Zenodo (CERN European Organization for Nuclear Research)
Computability, Logic, AI Algorithms
article

The Puzzle Theory Algorithm of AGI

Mari-Soleil Seshat Landry
article en

Abstract

The Puzzle Theory Algorithm is a core component of the Landry Protocols (specifically the Landry Hallucination-Free Protocol, or LHFP), developed by Marie Seshat Landry. It represents a shift from "predatory" probabilistic AI to deterministic intelligence. In this framework, AGI is not treated as a text-generator but as a reconstruction engine. The theory posits that every valid output (a fact, a document, or a solution) exists as a set of "addressable nodes" that must be snapped together with mathematical certainty, much like pieces of a physical puzzle.

Zenodo (CERN European Organization for Nuclear Research)
International Society for Optics and Photonics (US)
Openalex Percentile: Top 80%
Computability, Logic, AI Algorithms
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