The document outlines the agenda and key events of the GCARD 2012 conference held in Punta del Este, Uruguay, from October 29 to November 1, 2012, focusing on innovation and partnerships to improve smallholder livelihoods. It includes sessions on agricultural research for development, food security, nutrition, foresight in agricultural planning, and the role of smallholder farmers. Various panels and discussions were led by experts and stakeholders aiming to address challenges and opportunities in agriculture and food systems.