What happens to a battery once it goes flat?

There are many different kinds of batteries; some are rechargeable, some are not. Many batteries contain toxic metals (lead, cadmium, and others) so when they are finally thrown away, they should be processed at a toxic waste disposal facility - although of course, they are often just thrown into the regular garbage (since this is easier) and wind up in land-fill sites.