Сертификация систем ИИ

Machine learning systems are today the main examples of the use of Artificial Intelligence in a widevariety of areas. From a practical point of view, we can say that machine learning is synonymous with the con-cept of Artificial Intelligence. The spread of machine learning technologies leads to the need for their appli-cation in the so-called critical areas: avionics, nuclear energy, automatic driving, etc. Traditional software, forexample, in avionics, undergoes special certification procedures that cannot be directly transferred tomachine learning models. The article discusses approaches to the certification of machine learning models. - статья в издательстве Springer Nature