Ensuring transparency and accountability in AI systems is essential for setting up trust and mitigating potential harm.Because the next 50 % with the twentieth century and with a vastly accelerated speed in the final two decades, machines have exhibited the opportunity to learn and to use learning in ways in which only humans were capable of Earlie