For over 15 months, SIDUS has been involved in AI-tech game development. During 2022 only, Artificial Intelligence (AI) and Machine Learning (ML) helped us optimize our game development, and in the future, we are going to push for further optimization. Along with the decrease in expenses, AI and ML help us to boost the quality of every component of the SIDUS Metaverse. AI and ML Solutions Used by the Sidus Heroes Team We follow the newest and most promising AI and ML developments and apply them to make the SIDUS Metaverse better and to boost the gaming experience of our users. The SIDUS HEROES team actively uses the toolset by for image and video quality enhancement. We believe that this is the best toolset for a concept artist. Topaz Labs is tool that we love and use. This AI-assisted keyframe animation software helps us to create ultra-realistic animations. Cascadeur AI-assisted tools help us to make key poses very fast, see physical results instantly, and adjust secondary motion that allows us to triple the speed of animation creation and boost its quality. To create expressive facial animations from an audio source, the team uses Nvidia’s . It allows us to create an animated 3D face with just an audio clip! Audio2Face Another Nvidia AI solution we love and plan to use in our open world is a for simulations. new AI Even the simplest computer simulation requires huge volumes of data to be stored. So, for some simulations, hundreds of gigabytes of data will be stored for a simulation that lasts just a couple of minutes. Neural networks have exceptional compression capability that allows to reduce the volumes of data stored without compromising video quality. We plan to use this solution for open world development. Currently, we are working on tasks to make real-time animation possible. We are already at the testing stage for our characters, and once this stage is over, this technology will allow us to move our media to a new quality level. We Keep an Eye on Emerging AI Solutions Our team is also busy with RnD technologies that are not available as ready-made tools. Take , for example. this one We believe that this technology is going to revolutionize the approach to game animation for perfectly seamless character motion. A big part of our RnD is developing bots for all genres. Xenna uses generative bots and for our upcoming third-person shooter, we are researching to achieve the most intelligent and lifelike behavior. Our bots get new data input after each battle and become increasingly lifelike. The more battles that are completed, the smarter the bots become. bots that use ML Generative Algorithms and ML Algorithms Are Not the Same Machine Learning algorithms are often mistaken for ordinary generative algorithms. We use and admire the first ones. We love and are planning to use it for creating open world locations. this tool This tool allows us to simulate a physics and biology-based ecosystem. With it, vegetation is the function of precipitation and temperature, just like in the real world. If there is no rain and low temperature, we get a tundra-like landscape. With no rain and high temperature, a desert-like landscape is generated Not All ML and AI Algorithm Are Acceptable Even though it is undeniable that AI and ML solutions facilitate our work immensely, there are tools that we never use due to ethical reasons. Neural networks that generate images are becoming increasingly popular among designers. But we believe that the application of such neural networks as DALEE or OpenArt contradicts our idea of creativity, and using the images generated by such tools is nothing more than theft. These networks undermine the concept of an artist as somebody who delivers new ideas. Why? Because whatever these types of neural networks do is not unique. It is a sublimation of works created by artists previously. There is nothing really creative or original in such works. Our works are 100% unique and created by our imagination and our understanding of the Sidus Metaverse lore. Final Thoughts AI and ML algorithms are irreplaceable when it comes to developing a virtual world. We are using the most innovative of them for the development of all aspects of the SIDUS Metaverse, and we are going to use them to provide our users with unique unforgettable user experiences.

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