Despite the potential limitations, these results demonstrate the capability of the MACE-MP0 model in predicting the fluoride ion diffusion mechanisms in this system, a result which might be useful also for similar systems. To build upon these findings, future studies will include longer simulation times, explore a broader range of compositions, and assess the effect of point defects, in particular the presence of interstitial oxide ions, on fluoride ion transport, so as to provide valuable insights on the optimization of intercalation cathodes for FIBs.