Sahara AI: Building an Open, Fair, and Collaborative Artificial Intelligence Ecosystem

Sahara AI is committed to building a more open, fair, and collaborative artificial intelligence economic system, allowing ordinary users to easily participate. Through blockchain technology, Sahara ensures that all contributors (including data providers, annotators, model developers, etc.) can receive fair compensation while safeguarding the sovereignty of data and models, as well as the security of AI assets. Additionally, it supports the creation, sharing, and trading of AI-related permissions.

Current Status of Artificial Intelligence Technology Stack

The current artificial intelligence technology stack mainly includes the following several layers:

1. Data collection and annotation: Collect data from various sources and annotate it according to specific tasks.
2. Model training and service: Input the processed data into the model and adjust parameters to reduce errors. This process is usually time-consuming and expensive.
3. The creation and deployment of artificial intelligence agents: This process often requires specialized technical knowledge.
4. Computing Resources: Model training requires a large amount of expensive computing resources.

Although Web2 companies have been involved in these areas, they face numerous limitations due to their centralized design. This design leads to isolation between various components, resulting in inconsistencies in security standards, database design, backend integration, and profit strategies, making it difficult to adapt to the changes brought by the artificial intelligence economy.

Sahara's Vision for an AI Collaborative Economy

The Sahara platform aims to provide one-stop services for the entire artificial intelligence lifecycle, covering all aspects from data collection and annotation, to model training and services, as well as the creation and deployment of AI agents, multi-agent communication, AI asset trading, and resource crowdsourcing. By lowering the entry barrier, Sahara AI offers equal opportunities for individuals, businesses, and communities to participate in building the future of artificial intelligence.

In the Sahara AI ecosystem, the creation, use, and value realization process of artificial intelligence assets is clearly recorded. All transactions within the platform are immutable and traceable, ensuring the protection of ownership and the transparency of asset sources. This mechanism supports a fair revenue-sharing model, guaranteeing that developers and data providers can receive appropriate compensation.

Sahara's Technological Innovations

The Sahara team focuses on simplicity and ease of use in system design, while implementing multiple technological innovations at the underlying level:

• Sahara Blockchain: Minimizes gas fees, fully compatible with EVM, and enables cross-chain data transfer through the Sahara Cross-Chain Communication (SCC) protocol.
• AI Native Precompiled Contracts (SAPs): Optimize AI task performance and reduce computational overhead.
• Sahara Blockchain Protocols (SBPs): Manage AI assets, track contributions, and allocate rewards.
• Data Management: Optimize data retrieval, security, and availability by combining on-chain and off-chain storage.
• Collaborative Execution Agreement: Supports the development and deployment of joint AI models for cross-AI training, aggregation, and services.

Team Background and Industry Recognition

Sahara AI is led by a strong team whose members come from top universities and well-known technology companies. The team also receives support and advice from several experts in the field of AI. Currently, Sahara AI has been adopted by over 35 leading technology innovation projects and research institutions, covering multiple application scenarios including data collection, annotation, and personalized domain intelligence agents.

At a time when generative AI is still in its early stages, Sahara AI has successfully addressed the challenge of integrating the entire AI technology stack through its modular design and the application of blockchain technology. It paves the way for building a more open, fair, and accessible future for artificial intelligence, becoming an important force in driving this vision forward.