404—GENPrice

(SN17)

'404—GEN(sn17)' is Subnet 17 within the Bittensor network, dedicated to decentralized AI-powered 3D content creation. It aims to democratize 3D worldbuilding by allowing anyone to generate game-ready 3D assets, voice, and sound from text or image prompts. This solves the problem of complex and time-consuming 3D asset creation, making virtual worlds, games, and AR/VR/XR experiences more accessible to creators and developers.

The process begins with creators inputting prompts, either text or images. The network's AI then generates 3D assets in real-time. Miners within the subnet are responsible for generating 3D PLY files using Gaussian splats based on these prompts. Validators secure this process, ensuring quality and prompt adherence, and earn emissions. The subnet leverages various open-source 3D generative models, operating through a decentralized network of miners and validators to continuously create and validate AI-generated 3D content.

404—GEN(sn17) offers several practical tools for creators. These include a Blender plugin and a Discord bot for direct asset creation. It also features a runtime asset engine, enabling dynamic 3D asset and audio generation within live gameplay or experiences. The Blender add-on allows users to generate meshes and splats from text or image prompts and convert them to meshes locally. Additionally, a Unity plugin is available in the Unity Asset Store for seamless integration into the Unity editor.

Operating as a Bittensor subnet allows 404—GEN(sn17) to leverage Bittensor's decentralized, incentive-based framework. Bittensor fosters innovation by creating an internet for digital commodities, where subnets like 404—GEN produce specific commodities, in this case, AI-generated 3D assets. This network structure ensures that only the highest-quality producers are rewarded through a rigorous scoring system for miners and validators. The Yuma Consensus mechanism within Bittensor determines the TAO rewards, promoting continuous improvement and efficiency in 3D generative AI.

The 404—GEN(sn17) subnet specializes in generating high-quality 3D models suitable for diverse applications. These assets are ideal for gaming, creating digital twins, and populating virtual environments. It employs Gaussian Splatting techniques, which are known for producing fast and high-quality production-ready assets. These generated splats can then be efficiently converted into traditional 3D meshes, providing flexibility and compatibility for various 3D platforms and engines.

404—GEN(sn17) addresses the challenge of subjective quality in AI-generated content through an evolving validation mechanism. Validators continuously assess prompt adherence and the overall quality of the generated 3D models. While inherent subjectivity exists, validators provide crucial feedback, apply cooldowns or penalties to underperforming miners, and utilize duel-based comparisons, often leveraging large language models (LLMs), to update miner ratings. This system incentivizes miners to produce high-quality, relevant 3D assets consistently.