On TRAC(k)

Towards world's largest content library

Join us for a new On Trac(k) episode featuring OriginTrail, Umanitek, and Videntifier - a global leader in fast, accurate recognition of illegal and harmful content! OriginTrail founders Branimir Rakic and Tomaž Levak join Ari Jonsson, CEO of Videntifier,  explore one of the most ambitious efforts to build the world’s largest decentralized content library. In this episode, we dive into the world’s largest digital “immune system”,  a decentralized content library built to detect and prevent the spread of harmful online material like CSAM and deepfakes. Powered by the OriginTrail decentralized network, this enables a new standard for privacy-preserving, cross-platform content verification. Hear directly from the leaders behind the initiative as they share insights, challenges, and what’s next in the mission to build a safer digital world. On TRAC(k) brings you all the latest and  greatest developments from the OriginTrail ecosystem and the Decentralized Knowledge Graph, aka the DKG!  Explore more from OriginTrail: 🔹 Website → https://origintrail.io/ [https://origintrail.io/] 🔹 OriginTrail Official docs → https://docs.origintrail.io/ [https://docs.origintrail.io/] 🔹 Discord → https://discord.com/invite/xCaY7hvNwD [https://discord.com/invite/xCaY7hvNwD] 🔹 Telegram → https://t.me/origintrail [https://t.me/origintrail] 🔹 Instagram → https://www.instagram.com/origintrail.io/ [https://www.instagram.com/origintrail.io/] 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ [https://www.linkedin.com/company/origintrail/] 🔹 X → https://x.com/origin_trail [https://x.com/origin_trail]

Accelerating Network Effects in the Metcalfe Convergence Phase

OriginTrail founders Branimir Rakic, Žiga Drev and Tomaž Levak join Trace Labs’ Jurij Skornik and host Jonathan DeYoung to break down the significance of the Metcalfe Convergence Phase and discover how economic incentives, AI agents & trusted knowledge converge to unlock exponential network effects. Branimir also shares a technical demonstration of a unique new functionality and use case. On TRAC(k) brings you all the latest and juiciest developments from the OriginTrail ecosystem and the Decentralized Knowledge Graph, aka the DKG. This episode of On TRAC(k) was hosted and edited by Jonathan DeYoung. Episode chapters: (00:00:00) Intro to the On TRAC(k) podcast and this month’s episode (00:01:05) Recapping the past few months (00:10:16) Explaining the Metcalfe Convergence Phase (00:21:19) TRAC tokenomics and Knowledge Asset quality (00:30:29) Autonomous DKG growth and AI agents (00:34:39) DKG nodes powered by AI agents (00:40:17) Edge Node browser plugin demo (00:52:57) How to get involved with Umanitek (00:56:13) Opening the flood gates with V8 (01:01:23) Final thoughts/wrap-up Explore more from OriginTrail: 🔹 Website → https://origintrail.io/ [https://origintrail.io/] 🔹 OriginTrail Official docs → https://docs.origintrail.io/ [https://docs.origintrail.io/] 🔹 Discord → https://discord.com/invite/xCaY7hvNwD [https://discord.com/invite/xCaY7hvNwD] 🔹 Telegram → https://t.me/origintrail [https://t.me/origintrail] 🔹 Instagram → https://www.instagram.com/origintrail.io/ [https://www.instagram.com/origintrail.io/] 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ [https://www.linkedin.com/company/origintrail/] 🔹 X → https://x.com/origin_trail [https://x.com/origin_trail]

Convergence: When Networks Start Thinking

This special episode of On TRAC(k) was recorded in person in New York City during the 2025 Knowledge Graph Conference. OriginTrail founders Branimir Rakic, Žiga Drev and Tomaž Levak are joined by internet pioneer Dr. Bob Metcalfe and host Jonathan DeYoung, and together they break down AI agents, network effects, real-world use cases for OriginTrail, and how this all fits into the “Metcalfe Convergence Phase.” On TRAC(k) brings you all the latest and juiciest developments from the OriginTrail ecosystem and the Decentralized Knowledge Graph, aka the DKG. This episode of On TRAC(k) was hosted and edited by Jonathan DeYoung. Follow OriginTrail on X (Twitter) at @origin_trail [https://twitter.com/origin_trail] and NeuroWeb at @NeuroWebAI [https://twitter.com/NeuroWebAI]. Join the OriginTrail Discord: https://discord.gg/ayxhC7sncf [https://discord.gg/ayxhC7sncf]  Episode chapters: (00:00:00) Intro to the On TRAC(k) podcast and this month’s episode (00:08:34) What we got right and wrong when we built the internet (00:11:08) Unpacking the Metcalfe Convergence Phase (00:14:57) Whatever happened to blockchain as a buzzword? (00:21:05) How the DKG solves AI-related issues (00:26:38) The convergence between data and AI training (00:30:28) How bad knowledge is handled in the DKG (00:33:15) Tackling real-world problems in supply chains and online content (00:40:45) How to get involved with DKGcon 2025 (00:42:45) When will everyday people benefit from the DKG? (00:46:00) Surprises with AI agents and OriginTrail Explore more from OriginTrail: 🔹 Website → https://origintrail.io/ [https://origintrail.io/] 🔹 OriginTrail Official docs → https://docs.origintrail.io/ [https://docs.origintrail.io/] 🔹 Discord → https://discord.com/invite/xCaY7hvNwD [https://discord.com/invite/xCaY7hvNwD] 🔹 Telegram → https://t.me/origintrail [https://t.me/origintrail] 🔹 Instagram → https://www.instagram.com/origintrail.io/ [https://www.instagram.com/origintrail.io/] 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ [https://www.linkedin.com/company/origintrail/] 🔹 X → https://x.com/origin_trail [https://x.com/origin_trail]

DKG V8, Major Partnerships & Future of umanitek

Welcome to On TRAC(k) – the official OriginTrail podcast, where we go straight to the source! In this episode, we’re talking adoption milestones, new strategic partnerships, DKG V8 updates, and … a surprise guest appearance — Chris Rynning of AMYP, Porsche–Piëch family office!  Get the inside scoop on how OriginTrail is scaling trust in Web3, AI, and beyond. 🌐 𝗙𝗼𝗹𝗹𝗼𝘄 𝗢𝗿𝗶𝗴𝗶𝗻𝗧𝗿𝗮𝗶𝗹 & 𝗷𝗼𝗶𝗻 𝘁𝗵𝗲 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆! Explore more from OriginTrail: 🔹 Website → https://origintrail.io/ [https://origintrail.io/] 🔹 OriginTrail Official docs → https://docs.origintrail.io/ [https://docs.origintrail.io/] 🔹 Discord → https://discord.com/invite/xCaY7hvNwD [https://discord.com/invite/xCaY7hvNwD] 🔹 Telegram → https://t.me/origintrail [https://t.me/origintrail] 🔹 Instagram → https://www.instagram.com/origintrail.io/ [https://www.instagram.com/origintrail.io/] 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ [https://www.linkedin.com/company/origintrail/] 🔹 X → https://x.com/origin_trail [https://x.com/origin_trail]

How Semantic Tech & Graphs Are Reshaping AI

How do we build more reliable AI? Why have semantic tech and symbolic AI become even more important in the age of neural AI? How do Data Products (DPROD) and DKG paranets shape the future of decentralized knowledge? What role do GraphRAG and AI agents play in enabling a more verifiable and trustworthy AI? Join Charles Ivie, Senior Graph Architect at AWS, Ben Clinch, Partner at Ortecha, Branimir Rakic, CTO of OriginTrail, and host Jonathan DeYoung as they dive into the details and explore how OriginTrail Decentralized Knowledge Graph (DKG) is paving the way for decentralized AI. On TRAC(k) brings you all the latest and juiciest developments from the OriginTrail ecosystem and the Decentralized Knowledge Graph, aka the DKG. On TRAC(k) is presented by OriginTrail and hosted and edited by Jonathan DeYoung. Follow OriginTrail on X (Twitter) at @origin_trail [https://twitter.com/origin_trail] and NeuroWeb at @NeuroWebAI [https://twitter.com/NeuroWebAI]. Join the OriginTrail Discord: https://discord.gg/ayxhC7sncf [https://discord.gg/ayxhC7sncf]  Episode chapters: (00:00:00) Intro to the On TRAC(k) podcast and this month’s episode (00:01:08) Ben’s, Charles' and Branimir’s background and AI focus (00:11:07) Why Ben’s mind was blown at DKGcon (00:15:55) Unpacking the power of knowledge graphs (00:27:08) Why Amazon Neptune is so successful (00:30:13) OriginTrail's Neptune integration updates (00:32:35) Ortecha’s data solutions and AI (00:35:28) What is the Data Product Ontology (DPROD) standard? (00:41:08) Did the semantic web fail? (00:45:48) Future of AI agents  (00:48:54) How to get involved in OriginTrail's vision (00:51:55) Final thoughts on AI safety and reliability Explore more from OriginTrail: 🔹 Website → https://origintrail.io/ [https://origintrail.io/] 🔹 OriginTrail Official docs → https://docs.origintrail.io/ [https://docs.origintrail.io/] 🔹 Discord → https://discord.com/invite/xCaY7hvNwD [https://discord.com/invite/xCaY7hvNwD] 🔹 Telegram → https://t.me/origintrail [https://t.me/origintrail] 🔹 Instagram → https://www.instagram.com/origintrail.io/ [https://www.instagram.com/origintrail.io/] 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ [https://www.linkedin.com/company/origintrail/] 🔹 X → https://x.com/origin_trail [https://x.com/origin_trail]