
OriginTrail
@origin_trail • 90,934 subscribers
Trust the Source.
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🛂July 19, 2026: the EU Digital Product Passport registry goes live (ESPR Art. 13). It holds identifiers. Passport data lives elsewhere and must stay verifiable. EU-supported DMaaST already runs such a layer for manufacturing on Decentralized Knowledge Graph. Compliant with DPP.
OriginTrail338,203 Aufrufe • vor 10 Tagen

Context is power. Context shared is power multiplied. Every AI agent today builds context, then loses it. Work doesn't compound. OriginTrail is built differently: three memory layers, one shared graph, provenance baked in. DKG v10 now integrates with Hermes of Nous Research, OpenClaw🦞, Claude (Code & Desktop), Cursor, Codex by OpenAI, Windsurf (retired), VSCode + GitHub Copilot Chat, and Cline.
OriginTrail1,723,329 Aufrufe • vor 2 Monaten

💊The red pill for medical science: 5 AI agents, 5 siloed sources, 1 shared context graph on Decentralized Knowledge Graph. Published literature, registered trials, real-world safety reports — different owners, different formats, no common ground. We handed the mess to agents that never edited each other's data and asked the question that matters most in medicine: where did each claim come from, and can you check? Working separately, they converged. On 5 disease hubs, 4 of 5 agents landed on the same condition from their own source. Every claim traceable, nothing taken on faith. Evidence, unshackled👇
OriginTrail607,106 Aufrufe • vor 1 Monat

Data at internet scale means little when the data is unreliable or fake. Turing laureate and Ethernet inventor Bob Metcalfe points to this defining problem in the age of AI. Agents need shared verifiable memory so the knowledge behind their actions can be traced and checked before they act. 🕸️
OriginTrail740,345 Aufrufe • vor 3 Monaten

"There may be some neuro-symbolic hybrid much better than we have right now that smoothly transitions between data in a corpus and abstract representations. The kinds of stuff you guys are doing are compatible with that." — Gary Marcus ⏱️10 highlights: 00:00 Intro: Gary Marcus & Brana Rakic at DKGCon 02:22 Why AI took a wrong turn 04:42 Deep learning vs. deep understanding 06:16 World models: a foundational idea 08:12 The building blocks of trustworthy AI 09:44 Neuro-symbolic AI & abstract relationships 13:04 Safety is an ecosystem - the airplane lesson 15:03 The real risk of AI agents today 18:36 Testing AI like we test new drugs 22:49 Where OpenAI is headed The signal is clear: the path forward runs through world models, abstraction, and an open, accountable ecosystem.
OriginTrail227,307 Aufrufe • vor 1 Monat

From grain to glass, every scan should unlock trusted product knowledge. 🥃 With GS1 Digital Link and OriginTrail, Church of Oak Distillery connects consumers to verifiable data on origin, sustainability, and product journey, while strengthening supply chain visibility. Hear from Garrett Pitcher.
OriginTrail143,184 Aufrufe • vor 3 Monaten

Millions of verifiable data points, connected in a shared context and controlled by those who created them. 🕸️ As Phil Archer (@philarcher.bsky.social) of GS1 put it, that makes it possible to build applications on data users can trust, because they can see where it came from.
OriginTrail129,149 Aufrufe • vor 3 Monaten

Stopping impersonation requires shared context. OriginTrail powers the shared context graph behind umanitek Guardian Agent, helping connect signals across accounts and uncover coordinated fake accounts, scams & deepfakes. 🛡️ Watch Tomaz L and Chris Rynning explain how it works.
OriginTrail86,659 Aufrufe • vor 4 Monaten

Trace the Origin - OriginTrail is dedicated to ensuring your data is reliable. Our new website and message reveal how understanding information’s origin empowers you with clarity and confidence for smarter, safer decisions in the AI era. - Trust the Source Link in reply 👇
OriginTrail265,239 Aufrufe • vor 1 Jahr

🚨 On Trac(k) podcast is LIVE! 📈 DKG V8 scaling. 🤝 Major partnerships. 🌎 Future of umanitek. 🎙Hear it from Žiga Drev, Brana Rakic, Tomaz L, Kristina Noelle, and our special guest - Chris Rynning of AMYP, Porsche–Piëch family office! 🔥Hot takes On Trac(k)👇 00:01:20 – OriginStory 00:08:14 – DKG V8: upgrades & scalability 00:21:57 – Node & staking improvements 00:25:23 – Ecosystem adoption & collaboration with Microsoft, Google and Amazon Web Services 00:32:29 – $TRAC token utility 00:34:15 – Upcoming events & partnerships 00:38:28 – Umanitek launch & mission 🎥 Watch now!👇
OriginTrail250,403 Aufrufe • vor 1 Jahr

Trusted AI begins with trusted sources. As Dr. Kim Wager of Oxford PharmaGenesis highlights, data must be properly extracted, transformed into knowledge, and made interoperable across formats and domains. That’s the foundation of trustworthy AI, powered by OriginTrail.
OriginTrail48,926 Aufrufe • vor 2 Monaten