This roundtable, orchestrated by the General Director of the François Baclesse Center, Professor Roman Rouzier, aims to illustrate the uses of artificial intelligence adopted by clinicians. Beyond that, the challenges are examined: does AI lead to a more efficient hospital? What images can we form of the future? Is there a virtuous cycle of enriching health data warehouses and reusing the wealth of data produced? This will be a perspective provided by diverse practitioners.