Artificial intelligence (AI) influences changes in arbitration by improving its effectiveness, including the decision-making process. One of the most significant applications of artificial intelligence in maritime arbitration is the use of machine learning algorithms to predict case outcomes. By analyzing vast amounts of historical data, AI provides actionable compilations and forecasts, enabling to make more informed decisions. Artificial intelligence systems (AI systems) used in arbitration can also be analyzed as high-risk systems. Automation and legal technology tools are characterized by the ability to learn and evolve with each implementation. In the future, advanced applications of automated AI systems in arbitration could involve the use of an ‘AI instructor’. This paper presents selected issues related to the use of AI in arbitration, including in maritime arbitration, with particular emphasis on ethics and social responsibility in terms of further development of AI.