1 Introduction  
2 Hallucination in Large Language Models  
3 Hallucination in Large Image Models  
4 Hallucination in Large Video Models  
5 Hallucination in Large Audio Models  
6 Hallucination is not always harmful: A different perspective  
7 Conclusion and Future Directions