I. Introduction  
II. Energy Efficiency in IRS-Assisted UAV Communication Systems  
III. Enhancing Security in IRS-Assisted UAV Communications  
IV. Leveraging AI in IRS-Assisted UAV Communications  
V. Performance Evaluation  
VI. Discussion  
VII. Conclusion