On TRAC(k)

OriginTrail

Welcome to On TRAC(k), brought to you by OriginTrail! Once per month, On TRAC(k) brings you all the latest and juiciest developments from the OriginTrail ecosystem and the Decentralized Knowledge Graph, aka the DKG. With special guests, alpha you won't want to miss, and answers to the community's most burning questions, you're going to want to tune in to each episode. Listen to On TRAC(k) with OriginTrail on Spotify, Apple Podcasts, or wherever you consume your favorite shows.

  1. Convergence: When Networks Start Thinking

    16 MAY

    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 and NeuroWeb at @NeuroWebAI. Join the OriginTrail Discord: 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/ 🔹 OriginTrail Official docs → https://docs.origintrail.io/ 🔹 Discord → https://discord.com/invite/xCaY7hvNwD 🔹 Telegram → https://t.me/origintrail 🔹 Instagram → https://www.instagram.com/origintrail.io/ 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ 🔹 X → https://x.com/origin_trail

    50 min
  2. 10 MAR

    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 and NeuroWeb at @NeuroWebAI. Join the OriginTrail Discord: 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/ 🔹 OriginTrail Official docs → https://docs.origintrail.io/ 🔹 Discord → https://discord.com/invite/xCaY7hvNwD 🔹 Telegram → https://t.me/origintrail 🔹 Instagram → https://www.instagram.com/origintrail.io/ 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ 🔹 X → https://x.com/origin_trail

    59 min
  3. 27 ENE

    Building AI’s Collective Memory: The Transformative Power of OriginTrail V8 DKG

    This episode of On TRAC(k) dives into the transformative launch of the OriginTrail Decentralized Knowledge Graph (DKG) V8, a collective memory for AI agents and an updated roadmap. Join OriginTrail’s founders, Žiga, Tomaž, and Branimir, as they explore how the DKG empowers neuro-symbolic AI by merging symbolic AI’s precision with the power of decentralization to ensure data integrity, provenance, and user control. Discover how the DKG supports AI agents in verifying and accessing diverse data sources while remaining compatible with existing standards and tools like ElizaOS. The discussion also touches on the role of decentralized AI in shaping a future where AI acts as "the" interface for innovation, converging AI, the Internet, and crypto. 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 and NeuroWeb at @NeuroWebAI. Join the OriginTrail Discord: https://discord.gg/ayxhC7sncf  Episode chapters: (00:00:00) Intro to the On TRAC(k) podcast and this month's episode (00:01:20) V8 launch and tuning phase updates (00:09:57) OriginTrail's AI agent hackathon (00:13:49) Decentralized Knowledge Graph is now mature (00:18:36) What are AI agents, and why are they significant? (00:23:22) AI agents vs. bots (00:27:34) Collective memory for AI agents on the DKG (00:34:44) AI agents will transact in knowledge (00:36:26) OriginTrail 2025 use cases beyond AI agents (00:42:25) DKG-powered robotics (00:45:59) Will AI agent platforms run nodes? (00:49:14) Do AI agents spend TRAC? (00:49:54) Breaking down RFC-23 (00:50:53) Will DKG data be on Token Terminal? (00:53:31) Will Trace Labs expand internationally? (00:55:26) OriginTrail's vision for AI agent future (00:57:51) Will OriginTrail create a plug-in for Virtuals? (01:00:02) V8 roadmap: Next steps (01:09:00) Addressing TRAC liquidity concerns Explore more from OriginTrail: 🔹 Website → https://origintrail.io/ 🔹 OriginTrail Official docs → https://docs.origintrail.io/ 🔹 Discord → https://discord.com/invite/xCaY7hvNwD 🔹 Telegram → https://t.me/origintrail 🔹 Instagram → https://www.instagram.com/origintrail.io/ 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ 🔹 X → https://x.com/origin_trail

    1 h y 12 min
  4. 02/12/2024

    Collective Neuro-Symbolic AI: V8 Launch and Collective Programmatic Treasury

    OriginTrail’s Žiga Drev and Branimir Rakić join host Jonathan DeYoung to dive into the recent Collective Neuro-Symbolic AI RFC, unpacking how Collective Neuro-Symbolic AI shapes a more reliable and verifiable AI landscape. They explore how the Decentralized Knowledge Graph (DKG) and NeuroWeb blockchain merge neural networks' creativity with symbolic AI’s precision for scalability and trust. The group discusses the upcoming December DKG V8 Mainnet launch, the Collective Programmatic Treasury, which will incentivize builders and community engagement, and how these developments set the stage for an era of reliable, verifiable AI applications. Episode chapters: (00:00:00) Intro to the On TRAC(k) podcast and this month's episode (00:02:39) Reflections on DKGcon 2024 (00:09:23) How OriginTrail V8 will grow adoption and strengthen the DKG (00:19:31) Collective neuro-symbolic AI and how it improves artificial intelligence (00:28:02) Real-world use cases for collective neuro-symbolic AI (00:32:42) Collective Programmatic Treasury and economic incentives (00:43:25) DKG Edge Node Inception Program (00:45:41) OriginTrail V8 launch timeline (00:53:54) What’s next for the NeuroWeb blockchain? (00:59:13) DKG use cases for the financial industry Explore more from OriginTrail: 🔹 Website → https://origintrail.io/ 🔹 OriginTrail Official docs → https://docs.origintrail.io/ 🔹 Discord → https://discord.com/invite/xCaY7hvNwD 🔹 Telegram → https://t.me/origintrail 🔹 Instagram → https://www.instagram.com/origintrail.io/ 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ 🔹 X → https://x.com/origin_trail

    1 h y 5 min
  5. 06/11/2024

    DKGcon 2024 Recap: Bringing Reliability & Trust to AI

    In this special episode of On TRAC(k), host Jonathan DeYoung is on the ground at DKGcon 2024 in Amsterdam to bring you a recap of the event and explore the conference's central themes in greater detail with several special guests, including: Joe Vezzani, Co-Founder & CEO of LunarCrush Seung Hyun Lee, Founder of CoinEasy Charles Ivie, Senior Graph Architect at AWS Amazon Neptune Amos Thomas, Web3/DKG Educator and Founder of Tracverse Branimir Rakić, Founder & CTO of OriginTrail Tomaž Levak, Founder of OriginTrail Žiga Drev, Founder of OriginTrail This episode unpacks the highlights of the conference, details on upcoming paranets, the future of the protocol's development, OriginTrail's growth in Korean markets, the power and importance of community, and so much more! 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 and NeuroWeb at @NeuroWebAI. Join the OriginTrail Discord: https://discord.gg/wYfZA6CgTw Episode chapters: (00:00:00) Intro to the On TRAC(k) podcast and this month's episode (00:01:50) Žiga Drev of OriginTrail on goals of DKGcon 2024 (00:05:07) Joe Vezzani of LunarCrush on his conference experience (00:06:32) LunarCrush's upcoming social intelligence paranet (00:10:41) CoinEasy's Seung Hyun "Jaden" Lee on expanding OriginTrail to Korea (00:14:08) Amazon Web Services' Charles Ivie on bringing Amazon to the DKG (00:18:43) Traverse's Amos Thomas on DKGcon's sense of community (00:20:32) Amos on DKGcon 2024's builder workshops (00:22:15) Traverse's upcoming content paranet (00:26:12) The OriginTrail co-founders' thoughts on DKGcon 2024 (00:28:19) The importance of community (00:32:40) How OriginTrail and the DKG bring people together (00:37:50) Why Trace Labs is sharing its developer fund (00:43:06) Thank yous and acknowledgments Explore more from OriginTrail: 🔹 Website → https://origintrail.io/ 🔹 OriginTrail Official docs → https://docs.origintrail.io/ 🔹 Discord → https://discord.com/invite/xCaY7hvNwD 🔹 Telegram → https://t.me/origintrail 🔹 Instagram → https://www.instagram.com/origintrail.io/ 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ 🔹 X → https://x.com/origin_trail

    48 min
  6. 02/09/2024

    Trust at Internet Scale

    The DKG V8 prototype has demonstrated the unprecedented scale at which the Verifiable Internet for AI can drive value for anyone, on any device, and on any chain. Addressing sensitive data concerns, scalability, and AI challenges concurrently, the DKG V8 has successfully completed its first phase of development. With it, the OriginTrail ecosystem has witnessed important advancements such as knowledge incentivization, stronger multichain support and cross-chain knowledge mining. In this episode of the On Trac(k) podcast, OriginTrail's co-founder and CTO, Branimir Rakic, and Trace Labs' AI Lead, Marko Brkic, demonstrate the latest advancements in the DKG and how the new technology also tackles challenges associated with AI-generated videos at Internet scale. Listen to this month's episode to learn more! 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 and NeuroWeb at @NeuroWebAI. Join the OriginTrail Discord: https://discord.gg/wYfZA6CgTw Episode chapters: (00:00:00) Intro to the On TRAC(k) podcast and this month's episode (00:01:43) Introducing Trace Labs' AI Lead, Marko Brkic (00:04:31) Recapping past two months: Polkabot IPO, Luigi chatbot, Base blockchain (00:08:57) European railways and Digital Product Passport (00:15:10) DKG's latest scalability updates (00:20:32) OriginTrail's "internet scale" goals (00:23:08) Update on ID Theory's upcoming DeSci paranet (00:25:02) What 1 trillion Knowledge Assets will mean for ecosystem (00:29:58) Addressing deepfakes + Edge Node, knowledge marketplace demo (00:44:56) Will the DKG tell you if an image is a deepfake? (00:48:42) Incentives for AI builders to use the DKG (00:52:42) How running an Edge Node will work (00:54:46) More on fighting deepfakes with OriginTrail (00:59:42) Introducing Knowledge Collection UALs (01:01:30) When will Edge Nodes go live? (01:01:23) Will there be more documentation for paranets? (01:04:49) Building a business on a paranet (01:07:32) Multichain TRAC staking (01:09:39) Batch-minting Knowledge Assets (01:13:10) Scalability of the Base blockchain (01:15:07) Size of batched Knowledge Assets Explore more from OriginTrail: 🔹 Website → https://origintrail.io/ 🔹 OriginTrail Official docs → https://docs.origintrail.io/ 🔹 Discord → https://discord.com/invite/xCaY7hvNwD 🔹 Telegram → https://t.me/origintrail 🔹 Instagram → https://www.instagram.com/origintrail.io/ 🔹 LinkedIn → https://www.linkedin.com/company/origintrail/ 🔹 X → https://x.com/origin_trail

    1 h y 20 min

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Welcome to On TRAC(k), brought to you by OriginTrail! Once per month, On TRAC(k) brings you all the latest and juiciest developments from the OriginTrail ecosystem and the Decentralized Knowledge Graph, aka the DKG. With special guests, alpha you won't want to miss, and answers to the community's most burning questions, you're going to want to tune in to each episode. Listen to On TRAC(k) with OriginTrail on Spotify, Apple Podcasts, or wherever you consume your favorite shows.