  This DFKI technical report presents the anatomy of the No-IDLE prototype
system (funded by the German Federal Ministry of Education and Research) that
provides not only basic and fundamental research in interactive machine
learning, but also reveals deeper insights into users' behaviours, needs, and
goals. Machine learning and deep learning should become accessible to millions
of end users. No-IDLE's goals and scienfific challenges centre around the
desire to increase the reach of interactive deep learning solutions for
non-experts in machine learning. One of the key innovations described in this
technical report is a methodology for interactive machine learning combined
with multimodal interaction which will become central when we start interacting
with semi-intelligent machines in the upcoming area of neural networks and
large language models.
