Metcalfe’s Law in Action: OriginTrail Powers AI-driven ChatDKG
Imagine a world where trust and transparency are woven into the very fabric of our interactions with the things around us. This is the vision driving OriginTrail, a groundbreaking project building a Decentralized Knowledge Graph (DKG). This DKG acts as a single source of truth, capturing and validating information about various products, services, and processes.
One prominent example of OriginTrail’s application is ChatDKG, an AI-powered solution that leverages the DKG to provide real-time information and insights. This solution represents the spirit of Metcalfe’s Law, a principle championed by Dr Bob Metcalfe, a valued advisor to OriginTrail. Metcalfe, known for inventing Ethernet and proposing the law of the same name, observed that the value of a network increases exponentially with the number of users connected to it.
Similarly, OriginTrail’s DKG and ChatDKG become progressively more valuable and reliable as more data and users participate, fostering trust and transparency within the ecosystem.
Content:
- OriginTrail: Verifiable Internet for AI
1.1. Decentralized Knowledge Graph (DKG)
1.2. Knowledge Assets
1.3. DKG Explorer
1.4. Network operating system (nOS) - NeuroWeb: Revolutionizing Decentralized AI on Polkadot
- Real-world Applications: Harnessing Knowledge with ChatDKG and PolkaBotAI
3.1. ChatDKG: AI with Verifiable Answers
3.2. ChatDKG and ChatGPT comparison, leading the way to RAG
3.3. PolkaBotAI: Education Platform for Polkadot - Conclusion: Embracing the Future of Web3 Knowledge and AI
1. OriginTrail: Verifiable Internet for AI
OriginTrail operates as the Decentralized Google for the Web3 era, leveraging the power of a Decentralized Knowledge Graph (DKG) to redefine how information is accessed and verified in the AI era, where misinformation is on the rise.
Unlike traditional knowledge graphs utilized by major Web2 platforms like Google and Facebook, OriginTrail’s DKG operates on a decentralized framework, making it suitable for the Web3 space. By linking diverse data sets and creating a cohesive knowledge base, OriginTrail empowers users to access trustworthy information and combat misinformation effectively.
OriginTrail functions within a two-layer system, where the Decentralized Knowledge Graph (DKG) constitutes the “second layer,” built on top of an independent blockchain responsible for security and consensus (layer one).
1.1. Decentralized Knowledge Graph (DKG)
At the heart of OriginTrail’s ecosystem lies the OriginTrail Decentralized Knowledge Graph (DKG), a mesh of data and assets that merges various blockchains and knowledge graphs.
This innovative approach enables seamless data association and applicability within the Web3 space, similar to a decentralized version of Google. The DKG is designed to be blockchain-agnostic, allowing for interoperability across different blockchain networks.
1.2. Knowledge Assets
One of the key components of OriginTrail’s ecosystem is the concept of Knowledge Assets, verifiable containers of structured data residing on the DKG. These Knowledge Assets serve as the foundation for AI systems, providing data provenance verification and minimizing inaccuracies.
Represented by non-fungible tokens (NFTs), Knowledge Assets are discoverable and interconnected resources on the internet, facilitating easy identification and connection to other assets. Through the OriginTrail DKG, users gain access to a trusted knowledge infrastructure that enables participation in secure and transparent knowledge sharing.
1.3. DKG Explorer
DKG Explorer is the tool to delve into essential Knowledge Assets, spanning from digital collectibles to supply chain data, and uncover humanity’s most vital resources.
1.4. Network operating system (nOS)
nOS stands as the Network Operating System that streamlines the conversion of data, logs, and history into AI-powered Knowledge Assets, accelerating business solutions with reliable insights.
2. NeuroWeb: Revolutionizing Decentralized AI on Polkadot
NeuroWeb emerges as a decentralized Artificial Intelligence blockchain, incentivizing knowledge creation, connectivity, and sharing through Knowledge Mining. Its genesis lies in the OriginTrail Parachain, undergoing a strategic evolution towards fueling the AI knowledge economy with the NEURO utility token.
This next-generation AI platform, housed within its dedicated parachain in the Polkadot ecosystem, leverages advanced machine learning to offer powerful data analytics and automation for supply chains. With a focus on efficient knowledge mining and analysis, NeuroWeb empowers developers within a secure environment, facilitated by community governance and EVM integration.
Ranking #2 for transaction volume by Messari underscores NeuroWeb’s rapid ascent among top parachains, highlighting the transformative potential of decentralized AI in driving innovation within the Polkadot ecosystem. Collaborations such as DeSci for democratizing science and integration with OriginTrail and Web3 ecosystems further strengthen NeuroWeb’s role as a pioneer in decentralized AI.
3. Real-world Applications: Harnessing Knowledge with ChatDKG and PolkaBotAI
3. 1. ChatDKG: AI with Verifiable Answers
ChatDKG stands as an open framework facilitating efficient search, access, and utilization of trusted knowledge with AI, rooted in the OriginTrail DKG and Knowledge Assets. This initiative aims to establish best practices for accessing and verifying trusted knowledge, and foster a robust, open knowledge base.
Check it out yourself at the website https://world.origintrail.io/#chat
3. 2. ChatDKG and ChatGPT comparison, leading the way to dRAG
Comparing ChatGPT by OpenAI with ChatDKG by OriginTrail reveals significant differences in response quality. While ChatGPT often provides vague or irrelevant answers, ChatDKG offers concise and factually precise responses sourced from the Decentralized Knowledge Graph (DKG).
As stated in the recently released Whitepaper 3.0, leveraging Decentralized Retrieval-Augmented Generation (dRAG), OriginTrail’s DKG ensures transparent, verifiable, and inclusive AI solutions, driving precision and trust in knowledge exchange.
This approach is exemplified in answering questions like “What was the gender composition of Nike’s global corporate leadership in 2021?”, where ChatDKG provides accurate information sourced from trustworthy origins, fostering transparency and precision in AI-driven interactions.
3. 3. PolkaBotAI: Education Platform for Polkadot
PolkaBotAI emerges as a trusted AI-powered education platform tailored for the Polkadot ecosystem by OriginTrail core developers. Currently in its BETA phase, PolkaBotAI endeavors to provide valuable insights and information to the Polkadot community.
Explore more about PolkaBotAI and try the smart AI assistant yourself on their website at https://polkabot.ai/.
You can use PolkaBotAI even directly on PolkaBotAI’s X.
4. Conclusion: Embracing the Future of Web3 Knowledge and AI
Imagine an AI that’s not just smart, but also verifiable. That’s the future OriginTrail is building with its Decentralized Knowledge Graph. This is like a massive, trustworthy brain for AI, making it super reliable and, dare we say, truth-telling providing you with sources as well.
This isn’t just some techy thing — it means real change in our daily lives. From figuring out if that avocado is actually organic to countless other things, OriginTrail puts the power of knowledge in everyone’s hands.
Get ready for a future where knowledge is power, and trust is the foundation. The future with OriginTrail.
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