This Personal View addresses SDGs 2, 3, 10, and 12 by exploring the potential consequences of food system innovations in relation to the SDGs. The authors highlight the negative consequences that standalone innovations can have for some sustainability goals, particularly for reducing inequalities and improving social justice. They identify ways in which technical innovations could be embedded in systemic changes to address trade-offs between positive and negative outcomes of their implementation.