TopAI: A Stability-Preserving AI Architecture

This whitepaper introduces TopAI, an AI architecture designed for stability, performance, and cost-efficiency. It explains core innovations such as totemic constraints, topological memory, and stability-first optimization—offering a sustainable alternative to traditional, unstable models.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-05
DOI
https://doi.org/10.5281/zenodo.15350454
Primary Topic
Gene expression and cancer classification
Type
article
Field-Weighted Citation Impact
0.00
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article

TopAI: A Stability-Preserving AI Architecture

Zenodo (CERN European Organization for Nuclear Research)
Gene expression and cancer classification
article

TopAI: A Stability-Preserving AI Architecture

article en

Abstract

This whitepaper introduces TopAI, an AI architecture designed for stability, performance, and cost-efficiency. It explains core innovations such as totemic constraints, topological memory, and stability-first optimization—offering a sustainable alternative to traditional, unstable models.

Zenodo (CERN European Organization for Nuclear Research)
Tony Gee and Partners (GB), Risk Engineering (Bulgaria) (BG)
Openalex Percentile: Top 56%
Gene expression and cancer classification
DOIOpen Access PDFOpenAlex
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TopAI: A Stability-Preserving AI Architecture · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS