The third stage in the Modelling System as first step in the third stage in Specific Artificial Intelligences for Artificial Research by Deduction within the first phase

Bibliographic Details
Title: The third stage in the Modelling System as first step in the third stage in Specific Artificial Intelligences for Artificial Research by Deduction within the first phase
Authors: García Pedraza, Rubén
Publisher Information: Ruben Garcia Pedraza, 2025.
Publication Year: 2025
Subject Terms: Artificial intelligence, Artificial Intelligence/history, Artificial Intelligence/legislation & jurisprudence, Artificial Intelligence/statistics & numerical data, Artificial Intelligence, Artificial Intelligence/economics, Artificial Intelligence/ethics, Artificial Intelligence/classification, Artificial Intelligence/standards, Artificial Intelligence/trends, Artificial Intelligence/supply & distribution
Description: The third stage in the Specific Modelling System represents the decision-making phase in Artificial Research by Deduction, where real objective auto-replications are generated to protect and improve mathematical models. These decisions—classified as protective or bettering—are made through two core methodologies under the theory of Impossible Probability: the Impact of the Defect (for identifying and preventing system vulnerabilities) and the Effective Distribution (for optimizing efficiency, efficacy, and productivity). Initially applied to specific-level models such as single virtual, comprehensive, predictive, and evolutionary models (virtual or actual), these decisions are stored in the Decisional System as a structured database. Additionally, knowledge objective auto-replications—both explicative and comprehensive—play a critical role in updating rational hypotheses and category structures. This stage forms a foundational step in the progressive construction of Specific Artificial Intelligences and their integration into the broader Global Artificial Intelligence architecture.
Document Type: Part of book or chapter of book
Language: English
DOI: 10.5281/zenodo.16417280
DOI: 10.5281/zenodo.16417281
Rights: CC BY
Accession Number: edsair.doi.dedup.....048913771512971fc99e1ddb74ce2057
Database: OpenAIRE
Description
DOI:10.5281/zenodo.16417280