A detailed description of the elements of the AI system and of the process for its development, including:
- aiact/annex/iv/2/a(a) the methods and steps performed for the development of the AI system, including, where relevant, recourse to pre-trained systems or tools provided by third parties and how those were used, integrated …
- aiact/annex/iv/2/b(b) the design specifications of the system, namely the general logic of the AI system and of the algorithms; the key design choices including the rationale and assumptions made, including with regard to …
- aiact/annex/iv/2/c(c) the description of the system architecture explaining how software components build on or feed into each other and integrate into the overall processing; the computational resources used to develop, t…
- aiact/annex/iv/2/d(d) where relevant, the data requirements in terms of datasheets describing the training methodologies and techniques and the training data sets used, including a general description of these data sets, i…
- aiact/annex/iv/2/e(e) assessment of the human oversight measures needed in accordance with Article 14, including an assessment of the technical measures needed to facilitate the interpretation of the outputs of AI systems …
- aiact/annex/iv/2/f(f) where applicable, a detailed description of pre-determined changes to the AI system and its performance, together with all the relevant information related to the technical solutions adopted to ensure…
- aiact/annex/iv/2/g(g) the validation and testing procedures used, including information about the validation and testing data used and their main characteristics; metrics used to measure accuracy, robustness and compliance…
- aiact/annex/iv/2/h(h) cybersecurity measures put in place;