Thanks to the rapidly increasing amount of data available and the improvement of computational models, the PHM approach should be able to unlock its potential, for example by stratifying patient groups and identifying those at higher risk

New technologies based on machine learning allow advantages in timeconsuming activities such as the analysis of great quantities of logs. Since they employ vast amounts of data, however, it is absolutely necessary to ensure their security and privacy

To avoid a populist drift in algorithmic decisionmaking, citizens must be able to maintain their political freedoms and possess an adequate technological education. Only in this way will public decisionmakers feel the responsibility to adopt solutions that share and analyze data to feed the democratic process

NLP based tools, through their ability to empower people, are transforming industries such as customer service and journalism. But like all new technologies, AI too must be treated with caution, in order to amplify its benefits and mitigate its risks

Personal satisfaction, amount of paid work of the woman, some personality factors and age: these are the four main risk factors. And it was an algorithm that identified them

It is one of the open challenges that can be addressed by the deeper integration of probabilistic thinking and generative modelling with AI