Roblox and Its Generative AI: How Game Creation, and the Metaverse, May Be Changing

Roblox shows its vision for UGC and generative AI

Roblox Assistant and the other new tools continue the company’s generative AI strategy for simplifgying digital world and experience creation. The goal is to make it as easy for those with no technical training to do so as it is for long-time coding experts. Roblox CEO David Baszucki has even suggested the movie and TV show Westworld with its hyper-real robots as a guiding light Yakov Livshits (presumably without the ethical chaos and murders). As the company presented its vision for AI-assisted content creation, Roblox has launched two new generative AI tools that will let millions of player-creators develop usable game code and in-game 2D surfaces using simple text descriptions. Engadget reported that Code Assist and Material Generator are launched both in beta.

roblox generative ai

Recent AI breakthroughs — specifically data-driven machine learning (ML) methods using deep neural networks — have driven new advances in creation tools. These advances include our Code Assist and Material Generator features that are publicly available in our free tool, Roblox Studio. Modern generative AI systems contain data structures called models that are refined through billions of training operations. The most powerful models today are multimodal, meaning they are trained on a mixture of media such as text, images, and audio.

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“However, these off-the-shelf AI systems are not integrated with our platform and they often do not produce ‘Roblox ready’ output that requires substantial follow on work from a creator,” Sturman wrote. That said, the company is planning to create a way for third-party AI creation services to plug into its own tools, though it doesn’t have a timeline to share on that yet, spokesperson Samantha Spielman tells The Verge. Microsoft was the first to harness the latest generation of AI for coding, through a deal with OpenAI, which has adapted a general purpose language technology called GPT to power a code generator called Codex. Microsoft enhanced the Codex’s coding abilities by feeding it more data from GitHub, a popular repository for software development, and has made it available through its Visual Studio programming application. Since the original weights are preserved via the locked network, the model works well with training data sets of various sizes. And the zero convolution layer makes the process much faster — closer to fine-tuning a diffusion model than training new layers from scratch.

Roblox Is Bringing Generative AI to Its Gaming Universe – WIRED

Roblox Is Bringing Generative AI to Its Gaming Universe.

Posted: Fri, 17 Feb 2023 08:00:00 GMT [source]

Keeping our community safe and civil is critical as these advances in multimodal AI models, generative AI, and LLMs come together to enable incredible new tools and capabilities for creators. Data augumentation is a process of generating new training data by applying various image transformations such as flipping, cropping, rotating, and color jittering. The goal is to increase the diversity of training data and avoid overfitting, which can lead to better performance of machine learning models.

Roblox is putting its own spin on video chat

The top 100 developers are making nearly $1 million a year, up 2.2 times from a year ago. Roblox notes that this change will diversify the offerings on the marketplace to help every user find items and avatars that best represent them, their skin tone, body type, hair, and more. In a huge win for Roblox’s creator economy, the platform will be opening up its Marketplace to all users.

Yakov Livshits
Founder of the DevEducation project
A prolific businessman and investor, and the founder of several large companies in Israel, the USA and the UAE, Yakov’s corporation comprises over 2,000 employees all over the world. He graduated from the University of Oxford in the UK and Technion in Israel, before moving on to study complex systems science at NECSI in the USA. Yakov has a Masters in Software Development.

roblox generative ai

These should also bear unrestrictive licenses so that anyone can use them, build on them, and contribute back to the ecosystem. Today, the most powerful LLMs are proprietary, or licensed for limited forms of commercial use, which prohibits or limits researchers’ ability to experiment with the model itself. In contrast, StarCoder is a truly open model, created through a coalition of industry and academic researchers and licensed without restriction for commercial application at any scale. StarCoder is trained exclusively on responsibly gathered, appropriately licensed content. The model was initially trained on public code and an opt-out process is available for those who prefer not to have their code used for training. We’ve performed extensive validation of this technique for image generation.

Avatars let people represent their identity and how they want to be seen on Roblox, so the company wants users to be able to create a wide range of skin tones, body sizes, hair colors, textures, and styles to enable self-expression. You can check out the 2022 Metaverse Fashion Trends’ Report that highlights the importance of self-expression on Roblox. That means material generator made it faster and easier for developers to adapt materials.

roblox generative ai

Today, that process requires access to Studio or our UGC Program, a fairly high level of skill, and multiple days of work to enable facial expression, body movement, 3D rigging, etc. This makes avatars time-consuming to create and has, to date, limited the number of options available. Generative AI is the technology to create new content by utilizing existing text, audio files, or images.

Model and property release requirements for generative AI content depicting people.

“With generative AI, we think we can make it way easier to create these complicated objects,” Nick Tornow, VP of engineering for Roblox’s Creator Group, said in a conversation with CNET. As we do this, we remain aware of the need to implement generative AI thoughtfully and ethically on the Roblox platform, in line with the value we have always placed on respecting our community. We are committed to using diverse and robust data sets to limit biased content and encourage safe and high-quality content output. AIMultiple informs hundreds of thousands of businesses (as per similarWeb) including 60% of Fortune 500 every month. Cem’s work has been cited by leading global publications including Business Insider, Forbes, Washington Post, global firms like Deloitte, HPE, NGOs like World Economic Forum and supranational organizations like European Commission.

Roblox is aiming for Westworld-like ease of design with generative … – The Verge

Roblox is aiming for Westworld-like ease of design with generative ….

Posted: Wed, 09 Aug 2023 07:00:00 GMT [source]

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