Artificial intelligence (AI) has been widely applied in a variety of industries in the world. While AI is engaged in "creation" which is treated as a human-do-only area, there is a question of whether AI-produced outputs would be protected by the existing copyright law, a law being designed specifically for rewarding human creativities. The presentation examines the challenges of the copyright system in the AI age and explores the possible legal directions.