When leveraging Suzuki R1 as an auxiliary training task, MTBO initially suggests optimal conditions from the training task with P1-L4 (XantPhos). However, these give very low yields (< 25 %) which leads to further exploration of the chemical space, resulting in optimal conditions with P1-L1 (XPhos) and a much higher yield than STBO.