Supporting Generative AI in Game Development With Aethir's Decentralized Cloud

Artificial intelligence (AI) is on a decisive path to transform numerous industries and empower them with innovative solutions that enhance their daily operations thanks to advanced machine learning algorithms and large language models (LLM) dependent on billions of data parameters. The total AI market size is around $280 billion as of October 2024, a staggering $80 billion increase compared to AI’s market share in 2023. Estimates by McKinsey show that AI has the potential to generate $2.6 trillion to $4.4 trillion in value across various industries, thus increasing their profitability on an unprecedented scale. For individual users, this growth brings new opportunities and more accessible, practical ways of conducting their everyday tasks with AI-powered apps and platforms. 

GPUs play a vital role in the AI sector because they produce the processing power needed to handle AI workloads. Tasks such as AI inference, machine learning, deep learning, and LLM training are tremendously complex and involve billions of data sets. To successfully handle these workloads, AI developers need access to steady supplies of highly scalable GPU resources, which presents a challenge in today’s market circumstances, where GPU scarcity is a burdening issue. However, decentralized cloud computing using distributed GPU networks represents a viable solution to the issue through resource pooling and maximizing usage of underutilized GPU capacity. 

AI is becoming increasingly prevalent in the gaming industry thanks to generative AI’s practical usefulness in developing gaming assets at scale. As of 2023, the AI gaming market was estimated to be nearly $8 billion, and it’s rapidly growing. Gaming enterprises need access to reliable AI cloud computing for gaming to support the growth of generative AI in game development. Unlike centralized cloud computing providers, Aethir’s GPU cloud can provide cost-effective resources for AI-powered games with decentralized cloud infrastructure, making Aethir a critical support pillar for innovative gaming projects.

The Rise of Generative AI

Generative AI is the most widely used type of AI functionality in the gaming industry, but gaming is actually just a fraction of its global use. The rise of generative AI is closely tied to large language model development and AI inference. LLM’s are meticulously crafted computational models designed for natural language processing tasks such as language generation. LLMs acquire these abilities as language models by learning statistical relationships from vast amounts of text during a self-supervised and semi-supervised training process. LLMs can be used to generate all types of content and digital products, including lines of code and automated task sequences based on billions of data sets used for their training. 

ChatGPT is the most famous example of an LLM’s capabilities, and it’s the most advanced LLM on the market, with numerous enterprises integrating their own GPT variants in their business models, focusing on particular industries such as IT, content creation, gaming, finance, video production, image creation, and more. Generative AI is capable of creating complex outputs based on user prompts. 

For example, generative AI can create entire ebooks, storylines, documents, or contracts based on detailed prompts. Chatbots leveraging LLMs can be used as customer service providers and answer even the most complex user inquiries thanks to the fact that they have access to huge databases with all the information they need to solve particular user issues. Developers can automate the production of complex coding sequences by imputing the exact goals they wish to accomplish. Artists can create thousands of unique digital art pieces and tokenize them as NFTs with the help of generative AI. These are just a few examples of how generative AI can be used across different industries. Still, the possibilities are endless because every industry can use some form of generative AI functionalities to enhance their operations and services.

The whole AI industry is growing extremely fast, and to support that growth, AI enterprises need access to reliable computing power. Aethir’s decentralized GPU infrastructure provides AI cloud computing for gaming workloads of all types.

Using Generative AI in Game Development

The gaming industry is another sector that can reap significant benefits from utilizing generative AI. It took many years to develop legendary AAA gaming titles like GTA V, Fallout 4, or Witcher 3. GTA V, for example, was launched in 2013, more than 10 years ago, while GTA VI has been officially announced as a work in progress for several years. That’s because developing massive, open-world games with breathtaking graphics, hundreds of NPCs, advanced gaming mechanics, and intertwining storylines depending on the player's actions takes quite some time, even with globally distributed teams of dozens of people. 

With the introduction of generative AI in game development, the creation of complex AAA games can become much faster, but speed isn’t everything. The key benefit of generative AI in game development is the scale and quality of AI output powered by cloud computing. Generative AI can aid developers in creating digital environments and highly detailed game levels, characters, background stories, quests, in-game equipment, tokenized gaming assets, avatars, and other gameplay elements. Furthermore, the behavior of NPCs, their reactions, and the impact of the player’s decisions on NPCs within gaming environments can reach never-before-seen levels of creativity and unpredictability, resulting in dynamic and immersive gameplay. 

By leveraging generative AI in game development, gaming studios can level up production on all fronts, from development time to gameplay features. This is especially important in today’s era of non-linear gaming experiences. 

Aethir’s Decentralized Cloud: Powering Generative AI Workloads for Gaming

Aethir’s decentralized GPU network can act as a generative AI cloud for game creation, with our distributed architecture specifically designed for AI and gaming workloads. The combination of AI and gaming is at the core of Aethir’s enterprise use cases. Our GPU cloud comprises 43,000+ top-shelf gaming GPUs and the largest commercial fleet of 3000+ NVIDIA H100s adept at powering advanced AI platforms and workloads such as large-scale LLM training and AI inference with billions of data parameters. Furthermore, Aethir’s network includes over 32,000 Aethir Edge devices that enable anyone to become a cloud computing Container in Aethir’s DePIN stack and support AI and gaming innovation at scale. 

Aethir’s decentralized operational model uses Indexers, Containers, and Checkers to ensure that all clients receive optimal-quality AI cloud computing for gaming at all times. We’ve distributed 91,000+ Checker Nodes to over 22,000 community members in the most successful Web3 node sale in history, thus fully decentralizing Aethir’s GPU cloud. Instead of concentrating GPU resources in a few major server locations, our GPU network is globally distributed to easily reach clients and their end-users worldwide, making Aethir an ideal solution for generative AI in game development. 

Currently, the total gaming market is valued at over $280 billion, and the AI gaming market share is just a small fraction of that number. However, with the rapid increase of generative AI in game development, integrating AI features represents a lucrative opportunity for gaming studios to onboard a portion of the 1.2 billion potential cloud gamers with low-end hardware. To do so, AI gaming projects need to leverage decentralized AI cloud computing for gaming as a core infrastructure solution to support their projects. Aethir is the only decentralized enterprise-grade GPU-as-a-service network capable of providing AI cloud computing for gaming projects on a global scale.

Spearheading AI Gaming Innovation with Aethir’s Decentralized Cloud 

The use of generative AI in game development is opening entirely new possibilities to both Web2 and Web3 gaming enterprises. It allows them to introduce new immersive gameplay elements and speed up game production without sacrificing quality. In fact, thanks to generative AI functionalities, all gameplay elements, from game design and visuals to dynamic storylines, quests, and interactions with virtual environments, have unprecedented enhancement potential. Generative AI is becoming a powerful asset for game development, especially with the launch of more complex LLMs that improve the scope and capacity of generative AI tools. Gaming studios can enhance their efficiency and product quality by leveraging generative AI, while players can get access to innovative gameplay experiences and AI-powered interactivity.

To take advantage of the full potential of generative AI in game development, gaming enterprises need access to a reliable and scalable source of computing power. Aethir’s DePIN stack is a cloud computing powerhouse that can efficiently reach clients worldwide, thanks to our decentralized network architecture. By distributing GPU resources globally and maximizing the use of idle GPUs, we are able to pool computing power from various resources and channel it to our clients and their end-users. Aethir’s decentralized GPU cloud is built for mass scalability, anticipating the rapid expansion of the use of AI in game development. 

With Aethir as their chosen AI cloud computing provider, gaming studios have a reliable and scalable GPU source to support their innovative AI gaming projects.