CIO OPINION
In this way , we have more guarantee of reliability and accuracy in decisions . Based on this premise , companies can establish clear policies on the use of AI , defining who can access and manipulate AI data and algorithms , and creating review committees to monitor and evaluate the performance of models , in order to ensure that they follow ethical guidelines .
Therefore , it is essential that these different market sectors invest in data governance and rigorous processes for training people with AI-related skills . In addition , it is essential to also include ‘ human-in-the-loop ’.
As the meaning implies , this expression is defined by the active interaction of humans and the integration of knowledge and experience at various stages of the life cycle of a system ( which is largely automated ), in order to improve the accuracy , reliability , and effectiveness of the system . In addition , it is essential to include the active interaction phase of humans , integrating their knowledge and experience into various stages of a system ’ s lifecycle , largely automated , in order to improve the accuracy , reliability and effectiveness of the system .
In summary , the vulnerability of these areas of activity requires a proactive and expert approach to ensure the safety and effectiveness of AI systems and , above all , the maximum integrity of information for users . p
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