Description: The ‘Machine Accountability’ refers to the ethical principle that artificial intelligence (AI) systems must be accountable for their actions and decisions. This concept implies that as machines take on a more active role in decision-making, it is crucial to establish mechanisms that ensure their outcomes are fair, transparent, and responsible. Machine accountability encompasses not only the ability of AI systems to act autonomously but also the need for developers and operators of these technologies to take responsibility for the consequences of their use. This includes considering biases in algorithms, data privacy, and the social impact of automated decisions. AI ethics focuses on how these machines can be designed and used in ways that respect human rights and promote social well-being. In this context, machine accountability becomes a fundamental pillar to ensure that technology advances ethically and responsibly, avoiding harm and fostering trust in artificial intelligence as a tool for progress.