They will introduce the latest developments in NN-tilde and RAVE, the key points of the latest update, and a series of Max4Live devices. This presentation will also introduce AFTER, a new generation method based on real-time diffusion models with high-level controls, including timbre transfer and audio generation from MIDI and explicit control signals.