We want to design several experiments to run on a learning platform in parallel, with different bias-related learning paths for HE students and future teachers. The objective is to identify the most effective and efficient strategies that contribute to what we intend to define as a new competence (the de-biasing & life-skills competence) with particular relevance to teaching and to professions and professional situations where unbiased decision-making is of critical importance.