Batteries having a metal interlayer that acts as an ion conductor are provided, as well as methods of forming the same. The metal interlayer can include, for example, palladium, platinum, iridium, rhodium, ruthenium, osmium, gold, silver, or a combination thereof, and can act as a conductor while also inhibiting the transport of other species that would produce byproduct films and cause capacity degradation in the battery.