TopAI: A Discussion Paper on Stability-Preserving AI

This discussion paper outlines the motivation behind topAI, a stability-first AI architecture designed for cost-efficient, chaos-resistant deployment. It introduces the principles of topological memory, totemic constraint, and bounded inference without disclosing the implementation logic.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-06
DOI
https://doi.org/10.5281/zenodo.15351531
Primary Topic
Constraint Satisfaction and Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

TopAI: A Discussion Paper on Stability-Preserving AI

Zenodo (CERN European Organization for Nuclear Research)
Constraint Satisfaction and Optimization
article

TopAI: A Discussion Paper on Stability-Preserving AI

article en

Abstract

This discussion paper outlines the motivation behind topAI, a stability-first AI architecture designed for cost-efficient, chaos-resistant deployment. It introduces the principles of topological memory, totemic constraint, and bounded inference without disclosing the implementation logic.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 53%
Constraint Satisfaction and Optimization
DOIOpen Access PDFOpenAlex
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TopAI: A Discussion Paper on Stability-Preserving AI · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS