HAETAE is a 3-year long Horizon Chips Joint Undertaking project as part of an EU-ROK partnership, aiming to establish a novel computing paradigm by developing a multi-material PIC technology platform and align this along photonic Neural Network architectures capable of operating along the principles of Transfer Learning methods.