Thank you very much.
I'll start with a question for Ms. Crisan.
You talked about the importance of conducting audits on how AI works—for example, on the choices it makes when filtering large volumes of emails. I understand that it requires tremendous human resources to carry out these audits, which are important.
Could you tell us about the best point at which to involve a human in the process? Is it early on—when deciding on a query, for example—that we should ensure the question is properly understood and interpreted by the artificial intelligence? Or should it be at the end of the process, once we have the result, to ensure it meets expectations?
When is the most effective time to carry out a human analysis of the process?