Interpretable Explainable AI for Human-Machine Teaming (HMT) Applications?of Deep Learning

AI Squared is a transparent and interpretable framework for Artificial Intelligence (AI) and Machine Learning (ML). It focuses on enhancing understanding during human-machine collaboration. The framework aims to address the opacity of AI decision-making, often perceived as a "black box," by introducing an advanced interface. This interface fosters trust between operators and technology through clear and understandable results, incorporating both quantitative and qualitative feedback. Additionally, the Human-In-The-Loop aspect allows human intervention with valuable cognitive insights, creating a genuine human-machine collaboration solution to support the warfighter and allies.