Copy initialization in programming involves assigning a value to a variable at the time of its creation using an existing value, often invoking the copy constructor or assignment operator. This process may lead to performance overhead due to the creation of temporary objects, and it is distinct from direct initialization, which can be more efficient in certain contexts.