A Risk-based Approach to AI Services: Risk Chain Models and Recruitment AI

Risk Chain Model (RCModel) Structure The RC model consists of three layers: the technical layer of AI systems, the providers/engineers of AI services, and the users of AI services. [...] It also requires, as part of service management, the scalability and sustainability of the organization as a service provider, the ability to respond quickly to AI deficiencies, ensuring the security of the service, managing access rights to the service, and creating a system that allows third parties to verify the AI. [...] If the AI prioritizes recommending the same candidate types continuously ignoring the shift in demands, there is a risk that the AI will not be able to adjust to the changing “R007: human resource trend”. [...] Secondly, the controllability over the utilization of the feedback collected from each company to improve the performance of the trained model. [...] Hence it is up to the user to unlock the potential of AI in the recruitment process.