Today, new digital tools and services make digitalization more suitable to smallholders and could boost transition towards agroecology, climate-smart agriculture, and inclusiveness. Research efforts must now concentrate both on technological development and on the organizational and policy evolutions necessary to maximize the benefits while avoiding risks. More, original ways to carry out research, in tight relationships with stakeholders (farmers, companies, decision-makers) are essential. After showcasing agricultural digitalization successes, North and South, this webinar ends up with a multi-stakeholder panel to identify the key issues to be dealt with in order to develop an ethical, trustable, and responsible digital agriculture.