Abstract: A computer-implemented method for assessing compatibility of resources within organizations is disclosed. The method comprises retrieving, from a profile dataset, attribute entries associated with a given resource and a manager, job entries associated with a job profiles, and organization entries associated with the organization; inputting in an AI recommender system the attribute entries, the job entries and the organization entries, generating by the AI recommender system competencies scores of the given resource and the manager, an indication of strengths and challenges of a duo formed by the given resource and the manager, for a given job profile within the organization; and recommendations and action items based on the indication of the strengths and challenges of the duo; and displaying, in a user interface, the competencies scores of the given resource and the manager, the strengths and the challenges of the duo and the recommendations and actions items for the duo.

Abstract: A treatment process for the production of a hydraulic composition with entrained air including at least one admixture and a constituent including carbonaceous materials, the process including: obtaining a representative value of the adsorption of probe molecules by the carbonaceous materials; and producing the hydraulic composition or treating the constituent with a quantity of admixture which depends on the value.

Abstract: A treatment process for the production of a hydraulic composition with entrained air including at least one admixture and a constituent including carbonaceous materials, the process including: obtaining a representative value of the adsorption of probe molecules by the carbonaceous materials; and producing the hydraulic composition or treating the constituent with a quantity of admixture which depends on the value.