That's not entirely the case that we put everything on pedestrians.
If a car drives over a family the driver is going to have a trial for manslaughter charges. The driver is liable for their injuries and they legally have to have insurance to cover that.
Cars need to get safety tested, need to be licensed, drivers need to be licensed, etc.
It would be difficult to kill someone on a bike or walking by comparison.