In the final session of AIRE'15, workshop attendances are divided into two groups for discussion. Each group focused on the two or one main topics discussed during the day, i.e. Software Quality&NLP and Uncertainty in Software Engineering. They summarized the related Requirements Engineering tasks that would greatly benefit from AI techniques and what AI techniques have been successively applied to those tasks. In the end, they identified the next grand challenges for the research in AI&RE. The takeaway of the discussion is shown below: