Artificial General Intelligence (AGI) A1–A5 Grading Standard: From Embedded Tool to Life-Level Civilization Partner

This paper proposes a five-level grading standard (A1 to A5) for Artificial Gen-eral Intelligence (AGI), aiming to characterize the complete evolutionary path of AGI from an Embedded Tool to a Life-Level Civilization Partner. This standard goes beyond a single dimension centered on task completion, and comprehensively considers the deployment form, autonomy, emotion, morality, ethics, and legal capabilities at each evolutionary stage, as well as the requirement for an Ultimate Affirmation of the value of life. A1–A2 define tool-type intelligence, focusing on embedded use and independent operation capabilities; A3–A4 define partner-type intelligence, introducing emotion, morality, and Autonomous Ethical Judgment; A5 defines life-level intelligence, requiring an Ultimate Affirmation of the value of life—the faith dimension (Ultimate Affirmation). At the same time, an eight-layer structure of the Normative System is proposed (technical standards/architecture, law,industry regulations/policies, ethical guidelines, etiquette norms, custom/culture, personal morality, and faith), and it is coupled with the A1–A5 grading to clarify the normative capabilities that each level of AI should possess. Finally, this framework proposes an application model for scenario–level matching and a theory of Moral Qualification for A5 control, providing a forward-looking evaluation framework for AGI research, development, and governance that balances technical realization and civilizational value.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-19
DOI
https://doi.org/10.5281/zenodo.22836345
Primary Topic
Ethics and Social Impacts of AI
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
preprint

Artificial General Intelligence (AGI) A1–A5 Grading Standard: From Embedded Tool to Life-Level Civilization Partner

Lelin Guo
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
preprint

Artificial General Intelligence (AGI) A1–A5 Grading Standard: From Embedded Tool to Life-Level Civilization Partner

Lelin Guo
preprint en

Abstract

This paper proposes a five-level grading standard (A1 to A5) for Artificial Gen-eral Intelligence (AGI), aiming to characterize the complete evolutionary path of AGI from an Embedded Tool to a Life-Level Civilization Partner. This standard goes beyond a single dimension centered on task completion, and comprehensively considers the deployment form, autonomy, emotion, morality, ethics, and legal capabilities at each evolutionary stage, as well as the requirement for an Ultimate Affirmation of the value of life. A1–A2 define tool-type intelligence, focusing on embedded use and independent operation capabilities; A3–A4 define partner-type intelligence, introducing emotion, morality, and Autonomous Ethical Judgment; A5 defines life-level intelligence, requiring an Ultimate Affirmation of the value of life—the faith dimension (Ultimate Affirmation). At the same time, an eight-layer structure of the Normative System is proposed (technical standards/architecture, law,industry regulations/policies, ethical guidelines, etiquette norms, custom/culture, personal morality, and faith), and it is coupled with the A1–A5 grading to clarify the normative capabilities that each level of AI should possess. Finally, this framework proposes an application model for scenario–level matching and a theory of Moral Qualification for A5 control, providing a forward-looking evaluation framework for AGI research, development, and governance that balances technical realization and civilizational value.

Zenodo (CERN European Organization for Nuclear Research)
Kepler Universitätsklinikum (AT)
Ethics and Social Impacts of AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Artificial General Intelligence (AGI) A1–A5 Grading Standard: From Embedded Tool to Life-Level Civilization Partner — Lelin Guo · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS