The gambling industry and some of its allies in Congress are renewing a push to decrease the number of slot machine jackpots that get reported to the IRS. Legislation introduced Thursday by U.S. Reps.

Once known as the One-Armed Bandit, slot machines have a long history of taking people’s money in the casinos. And yet, it remains one of the most popular casino games for gamblers both on land and ...