There are a lot of 'soft' arbitrage opportunities out there, such as risk arbitrage or merger arbitrage. You may not have 100% certainty of a deal closing, but can still profit over hundreds of events.
Most 'pure' arbs are exploited, but many still exist. They often require capital, expertise, and experience.