In Alameda County you deposit non-provisional paper ballots in a scanner which tallies it up. At the end of the day you get a printout of results (assuming there are enough voters to preserve privacy) which is posted outside and submitted to the election office. The machine's flash memory is also submitted, as are the paper ballots.
Fast results, but still hand-verifiable.