In a food processor fitted with metal blade, pulse tuna, anchovies, capers, lemon juice, garlic and olives until ingredients are combined but still chunky, about 10 times.
Add olive oil and pulse until blended, about 5 times.
Spoon into a bowl, cover tightly and refrigerate for at least 2 hours or for up to 3 days.