Numeric aggregations with clamping bounds claim that infinity values are dropped automatically if the column can contain such values. This does not seem to be what's happening, instead infinity values are clamped (which seems like the correct behavior).
The documentation for get_bounds claims that infinity values are dropped automatically if the column can contain such values. As far as I can tell from the code, this does not seem to be happening at all.