Abstract

The Collaboration Process in the Context of Global Artificial Intelligence (GAI) refers to the progressive interaction and mutual enhancement between two core systems of artificial research: Artificial Research by Application and Artificial Research by Deduction. This process unfolds in three stages—database exchange, replication, and auto-replication—allowing both systems to share categories, factors, data flows, and rational hypotheses. Through this structured collaboration, Application and Deduction co-develop the unified database of categories and the global matrix, ultimately converging into a single integrated intelligence capable of universal research, autonomous modelling, and decision-making across all sciences and activities.