Behind the Code: OriginTrail’s Vision for Decentralized AI
This article, originally published on Foresight News and OneBlock, delves into a conversationwith Brana Rakic, co-founder and CTO of OriginTrail, and Nikola Todorovic, OriginTrail’s Chief Blockchain Engineer, about their visionfor a decentralized future of AI.
Key Takeaways:
- The Challenges of AI: The article highlights the growing concerns surrounding AI, including thepotential for model collapse as AI-generated content surpasses human-generated content, leading to decreased accuracy and quality. It also points out the issue of centralized control over AI technology, which raises concerns about data ownership and intellectual property.
- OriginTrail’s Solution: A Decentralized Knowledge Graph: OriginTrail proposes a solution through its decentralized knowledge graph, which acts as a verifiable internet foundation for AI. This graph, built on Web3 principles and semantic web technology,aims to create a more open, transparent, and trustworthy environment for AI development.
- dRAG Framework: Combining LLMs and Decentralization: OriginTrail’s dRAG (Decentralized Retrieval Augmented Generation) framework seeks to combine the power of large language models (LLMs) with the benefits of decentralization. This framework allows AI to access and process knowledge from various sources in a decentralized manner, ensuring data ownership and verifiable provenance.
- NeuroWeb: Incentivizing Knowledge Creation: OriginTrail’s NeuroWeb, a custom parachain on Polkadot, incentivizes the creation of trusted knowledge through a Paranet mechanism. This allows users to request funding for knowledge creation and integration into the decentralized knowledge graph.
- Polkadot’s Role: Shared Security and Scalability: The article emphasizes the advantages of the Polkadot ecosystem, including its shared security model, modularity, and scalability, which are crucialfor building a decentralized knowledge graph.
- DKG CO-Pilot: A Tool for Scientific Information Retrieval: OriginTrail’s DKG CO-Pilot tool, built by community members, utilizes ChatGPT as an interface to query knowledge assets stored on the decentralized knowledge graph. This tool, primarily focused on scientific papers,aims to improve access to scientific information and facilitate knowledge sharing.
- Focus on User Adoption: The article concludes by stressing the importance of reaching a wider audience by simplifying the user experience and building products that provide tangible value.
Overall, the article provides a comprehensive overview of OriginTrail’s vision for adecentralized AI future, highlighting the challenges of current AI technology and how OriginTrail’s approach can address these issues. The article also emphasizes the importance of community involvement and the role of Polkadot in enabling this vision.
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