"Because they are faster, they can find Consumer Email List relationships between data that humans don't think of because we have that prior knowledge that makes us think that maybe two pieces of data are not related," he explains. This means that, while Consumer Email List humans have a predetermined way of thinking based on previous experience and knowledge, machines do not. "You don't have control of the machines ," adds Serra. How to avoid cyberattacks by robots AI systems follow mechanisms to detect patterns and find optimal solutions .
This can lead to cases known as 'reward Consumer Email List hacking' . These translate into having the objective of achieving the greatest optimization in the problem they solve, but without taking into account the context, regulation or ethics. «Identifying these Consumer Email List problems involves analyzing the models generated through interpretability before and during their production. In other words, it is about monitoring the model , how it makes decisions, what biases affect it, how its performance evolves… It is, in short, about introducing.
AI governance”, says Curto. However, there are Consumer Email List some difficulties in carrying it out. For example, that AI is, in Serra's opinion, increasingly opaque . Experts debate whether AI-based technology is being given too much power or security Consumer Email List protection in this field is being undervalued. “Many organizations are not clear about how AI systems work, how to govern them properly, or the social impact, so adequate protection measures are not taken into account throughout the system cycle,” says Curto.