2026-07-072026-07-07http://salesiana.dossiersoluciones.com/handle/123456789/215862We discuss metacognitive modelling as an enhancement to cognitive modelling and computing. Metacognitive control mechanisms should enable AI systems to self-reflect, reason about their actions, and to adapt to new situations. In this respect, we propose implementation details of a knowledge taxonomy and an augmented data mining life cycle which supports a live integration of obtained models.10 pages, 3 figuresArtificial IntelligenceI.2.0text