## 2 Literature Review
### Adoption and Discussion within the AI Video Tool Industry
\begin{table}
\begin{tabular}{p{56.9 pt} p{113.8 pt} p{113.8 pt}} \hline \hline
**Aspect** & **Article** & **Description** \\ \hline Video Editing & [PERSON] et al. [36] & AI-based video recording and automatic editing methods provide a fast and efficient solution for short video recording and editing. \\ \cline{2-3}  & [PERSON] et al. [37] & Artificial intelligence video editing tools are promising, but the limitations of current technology and unresolved automation need require further research. \\ \cline{2-3}  & [PERSON] et al. [38] & A deep learning-based video editing tool that allows users to easily edit videos by transcribing them into editable text, deleting unwanted parts, and adding new content based on the speaker’s voice and lip movements. \\ \hline Visual Effects (VFX) & [PERSON] et al. [39] & An artificial intelligence-based technology that replaces the human body in movie scenes to improve the production of visual effects movies. \\ \cline{2-3}  & [PERSON] et al. [40] & Artificial intelligence technology is growing rapidly in the film industry and promises to transform the filmmaking process by writing, performing, and generating advanced visual effects. \\ \hline Audio Enhancement & [PERSON]. [41] & An intelligent software tool, Media Project Design Sound, that is easy to change, requires no specialized training, and reduces errors was developed. \\ \cline{2-3}  & [PERSON] [42] & Artificial intelligence in music production shows promise, but challenges and future directions need to be addressed before it replaces sound engineers. \\ \hline Voice Synthesis & [PERSON] et al. [43] & This study proposes a voice recognition algorithm for AI anchors, improving speech synthesis accuracy and stability, leading to more natural, clear, and smooth voice broadcasts. \\ \cline{2-3}  & [PERSON] et al. [44] & Voice puppetry, a form of interactive speech synthesis, can enhance user-centered AI by allowing users to control the trade-off between control and automation. \\ \cline{2-3}  & [PERSON] et al. [45] & Detecting neural vocoder artifacts in audio signals can effectively identify synthetic human voices, reducing the threat of impersonation and disinformation. \\ \hline Automated Closed Captioning & [PERSON] et al. [46] & AI-assisted subtitling significantly increases effectiveness and efficiency for novices but may be more demanding. \\ \hline \multirow{2}{*}{Personalized Videos} & [PERSON] et al. [47] & A specialized web-based tool that combines artificial intelligence with a WYSIWYG editor to automatically generate subtitles in 70 languages and their variants was introduced. \\ \cline{2-3}  & [PERSON] [48] & User-based and content-based technologies are critical for effective short video recommendations to help users discover the videos they are interested in. \\ \cline{2-3}  & [PERSON] [49] & AI-based recommender systems improve prediction accuracy and address data sparsity and cold start issues, enhancing personalized service support for users. \\ \hline \hline \end{tabular}
\end{table} 
Table 1: Cont. Despite the initial skepticism, an increasing number of video production practitioners are beginning to realize the significant added value AI tools bring to video production by optimizing workflows and providing data-driven insights into audience preferences. It has been posited that AI will surpass humans in many activities in the future, necessitating better predictions of these advancements [51]. Academics highlight the importance of finding a balance between using AI and maintaining creative control. The implementation of AI is seen as an effort in human-machine collaboration, where technology serves as a tool rather than a substitute for human intelligence. A study conducted in [52] suggests that AI is not meant to replace humans, but those who use AI may replace those who do not. Ethical considerations related to AI, such as deepfake technology and data privacy, also occupy a significant place in the discussions among industry professionals.