1 Introduction  
2 Hallucination in Large Language Models  
3 Hallucination in Large Vision-Language Models  
4 Hallucinations in Large Video Models  
5 Hallucinations in Large Audio Models  
6 Hallucination: Good or Bad?  
7 Limitations  
8 Future Directions  
9 Conclusion  