Building on @Brian_Johnson_'s answer:
AA's backend has a technical limitation that prevents regex from being used. Apparently, allowing regex would cause a massive slowdown in AA's querying speed.
That's quite a bummer, considering how regex is so powerful and widely used for filtering in most other systems.