Human-AI collaboration is rapidly progressing across industries, presenting both opportunities and challenges. This review delves into the latest advancements in optimizing human-AI teamwork, exploring effective Human AI review and bonus methods for maximizing synergy and productivity. A key focus is on designing incentive systems, termed a "Bonus