All Copyright under Mantarraya Negra UAV © 2023 AI Mapping for Hydrones and Drones Mario Arturo Ruiz Estrada Econographication Virtual Laboratory (EVL) E-mail: mario-ruiz@econographication.com or marioarturoruiz@gmail.com Website: www.econonographication.com Tel: +6012-6850293 Abstract The Multi-Disks Networks Autonomous Decisions Maker Artificial Intelligence Mapping (MNADMAI-Mapping) for Hydrones and Drones is founded on an advanced multi-level mega- data analysis algorithm, coupled with a novel mathematical and graphical approach. This integrated analytical control system stands out as an exceptionally efficient programming tool for a diverse range of UAVs, including both Hydrones (for water or underwater operations) and Drones (for aerial missions). The development of MNADMAI-Mapping for Hydrones and Drones stems from the imperative need for a cutting-edge artificial intelligence framework capable of assessing and autonomously deciding courses of action in various scenarios, including possible conflicts, domestic disputes, and border-related military challenges, extending to a wide spectrum of potential military maneuvers, be they defensive or offensive in nature. In essence, MNADMAI-Mapping for Hydrones and Drones serves the critical purpose of providing armed forces, encompassing armies, navies, and air forces, with an alternative artificial intelligence system, further augmenting their strategic capabilities. Keywords: Hydrones and Drones systems, Defense Systems, Multidimensional graphical modeling, learning machine, artificial intelligence, coordinate spaces, mega-data visualization. JEL Classification: Z7