Open Ledger: Blockchain network of a dedicated AI language model

Open Ledger is a decentralized network that combines AI and Blockchain technology, aiming to create a decentralized AI ecosystem that allows participants to fairly contribute data, develop AI models, and earn rewards from it. The project focuses primarily on the field of Specialized AI Language Models (SLM), cleverly leveraging Blockchain technology to address issues such as AI data collection, rights verification, and incentives.

Core Elements of the Project

1. Dedicated Data Networks (Datanets): Used to collect, clean, and transform data from specific domains.

2. Provenance proof mechanism: Based on Blockchain technology, it allows tracking the source of data and attributing rights to specific data providers.

3. "Payable AI" concept: Realizing AI models that use automatic distribution of revenue to data providers and model developers.

4. Decentralized Network: Data and AI models are distributed across global nodes, avoiding centralized risks.

Operating Principle

1. Data Source: Datanets

Datanets, as a specialized data marketplace, collects data from different fields. Individuals, companies, or experts can upload data, which, after being organized and cleaned, becomes raw material for AI training. Blockchain technology ensures the transparency and immutability of data upload and usage records.

2. Proof of Attribution

This core technology can track every output of the AI model, determining which data and contributions were used. The Blockchain ensures the transparency and immutability of this credit distribution process, while smart contracts automatically allocate profits based on the records.

3. Payable AI

Payable AI is the ultimate goal of Open Ledger, aimed at transforming AI models into self-profitable assets. Developers can deploy AI models on the platform, and users pay fees while using them, which are automatically distributed via the Blockchain to data contributors and model developers.

4. Decentralized Network

Open Ledger adopts a decentralized network of Blockchain, with data and AI models distributed across global nodes. Users can run nodes to participate in data storage and AI computation, earning corresponding rewards. The Blockchain is responsible for coordinating the nodes, ensuring data security and the credibility of the computation results.

Key Issues Solved by Open Ledger

1. Transparency of data sources: By recording data sources and usage on the Blockchain, ensure that contributors are treated fairly.

2. Reduce centralization risk: Decentralized networks ensure that data and models are not controlled by a single entity.

3. Reasonable distribution of profits: The Payable AI mechanism allows every contributor to share in the profits, incentivizing more participation.

4. Promote the diversification of AI models: Focus on the field of dedicated language models to meet niche demands.

The Role of Blockchain Technology

• Accounting: Record data uploads, usage, and revenue sharing to ensure transparency and immutability.
• Profit distribution: Automatically distribute profits proportionally through smart contracts.
• Decentralization: Distributing data and computing tasks across global nodes.
• Security: Ensure data is encrypted for storage and integrity.
• Incentive mechanism: Encourage participation through token rewards.

Open Ledger provides an innovative solution for the Specialized Language Model (SLM) track by combining blockchain and AI technology. This approach not only fully utilizes the advantages of blockchain technology but also offers a new perspective on the integration of AI and blockchain, focusing on market demand rather than just a technical standpoint.