PublicAI - Web3 AI Data Infrastructure
PublicAI is revolutionizing the AI data infrastructure landscape by creating an open platform where every human can contribute data to train AI and share in the revenue generated. This innovative approach is powered by a team of world-class AI scientists, IEEE fellows, professors, and PhDs, all dedicated to monetizing all human knowledge to train Public AGI.
Key Features
Competitive Workforce
Access top-tier talent from around the globe without the constraints of international banking and centralized platforms.
Quality Control
Ensure high-quality dataset delivery through on-chain staking systems, access tests, and Soulbound Tokens (SBT) to verify Validators' capabilities in specialized data annotation fields.
Cost Efficiency
Reduce work and cost redundancy with PublicAI's on-chain staking and liability mechanisms, outperforming traditional platforms.
Mutual Modal Data
Provide the world's largest decentralized platform for collecting and annotating multi-modal data, including text, audio, video, and mapping data.
How It Works
PublicAI operates on a consensus-based RLHF (Reinforcement Learning with Human Feedback) loss function and reward system. Here's a simplified overview:
- Requesters have tasks that need to be completed.
- Workers want to earn money and work on interesting tasks.
- The PublicAI Marketplace connects over 400K workers, 300K validators, and 200K builders, managing a dataset size of over 100 trillion.
Security and Privacy
PublicAI prioritizes data security and privacy with multiple layers of security, including encryption of data in transit and at rest, and access controls to limit data access. Strict policies and procedures for employees and annotators ensure best practices in data security and privacy.
Pricing
PublicAI offers flexible pricing models:
- PublicAI Marketplace: A free tier with a complimentary amount of annotation, with pay-as-you-go options for additional usage.
- PublicAI Pro for Enterprise: Access additional features and enterprise capabilities.
Supported Data Types
PublicAI V1 supports various data types, including general image annotation, 2D semantic segmentation, text collection, document transcription, named entity recognition, video playback annotation, and LIDAR (3D) annotation.
Advantages Over Other Platforms
PublicAI stands out from centralized crowdsourcing platforms like Mturk and Appen with its WEB3 reputation system, crypto payment channels for international labor settlements, and reduced task costs.
Join the PublicAI Ecosystem
The PublicAI ecosystem includes various roles such as task publishers, workers, job reviewers, labeling guilds, approvers, and councils. Join to publish tasks, complete tasks for payment, or offer Pro services as a labeling service provider.
PublicAI is not just a platform; it's a movement towards equitable global AI data infrastructure, ensuring that everyone can contribute and benefit from the AI revolution.
