AI & ML Methodologies in Navy & their Systems

The importance of civilian modernization in the growth of LAWS & its regulation. The paper highlights the decreasing military expenses & the need for a more capability-oriented approach to military innovation. The Military R & D expenses have trended downwards since the end of the Cold War, & most high-tech developments were created in the military sphere. The paper also discusses the three stages that the global community could implement to help plan the management of AWS. These stages include constant developments & capability-oriented defence-technological modification, careful observation of progress in autonomy in weapon systems, & the involvement of weapons-controlling industries with Defence & civilian industries. The paper concludes that AI & ML technologies have significant potential in the military, & their development & deployment must be done in a responsible & ethical manner.