🚀 OriginTrail Unveils Metcalfe Convergence Vision

**Swiss Federal Railways partners with OriginTrail and GS1 Switzerland for rail safety** Swiss Federal Railways has implemented OriginTrail's Decentralized Knowledge Graph (DKG) to trace critical rail parts throughout Switzerland and beyond. The system aims to improve both safety and sustainability in train travel. **Key features:** - Built on GS1 standards for data interoperability - Secures data flows across the rail system - Tracks critical components across borders - Maintains verifiable records of rail parts The implementation demonstrates how decentralized knowledge graphs can support infrastructure management in traditional industries. GS1 Switzerland has published a detailed use case document outlining the technical implementation. [Read the full use case](https://www.gs1.org/system/files/gs1_use-case_rail_origintrail.pdf)

**OriginTrail** is providing the infrastructure for Umanitek's Guardian Agent, a tool designed to detect coordinated fake accounts, scams, and deepfakes. **How it works:** - OriginTrail creates a shared context graph that connects signals across multiple accounts - This graph helps identify patterns that indicate coordinated impersonation attempts - The system organizes content to give AI protection tools the context needed for accurate detection The collaboration addresses a key challenge in online security: stopping impersonation requires understanding relationships between accounts rather than analyzing them in isolation.

OriginTrail Academy has released a webinar focused on reshaping international trade through verifiable, connected knowledge systems. The educational content addresses how organizations can navigate complexity and compliance requirements in global trade operations. The webinar explores the intersection of trusted data and AI applications in trade scenarios. **Key focus areas:** - Verifiable knowledge frameworks for trade - Compliance management strategies - Connected data systems for international operations The course is available through the [OriginTrail Academy platform](https://academy.origintrail.io/course/reshaping-international-trade?utm_source=x&utm_medium=post&utm_campaign=trade) for teams working in cross-border trade and supply chain management.

The SCAN Association has introduced **Trusted Factory**, a verification system powered by OriginTrail that enables major US importers to confirm supplier security audits before products enter the country. **Key Details:** - The program allows importers to verify security audits at the source, reducing supply chain risks earlier in the process - Covers supply chains representing over **40% of US imports** - Aims to protect American consumers by ensuring supplier compliance before goods reach US borders - Leverages blockchain technology through OriginTrail for transparent verification This initiative addresses growing concerns about supply chain security by shifting verification upstream to manufacturing sources rather than at ports of entry.

OriginTrail has launched **Decentralized Knowledge Graph v9**, designed to power AI agent swarms working in parallel. **Key Performance Improvements:** - Up to 60% faster than markdown handoffs - Up to 40% cheaper operations - Performance gains compound as swarms scale **How It Works:** Each finding becomes a cryptographically anchored Knowledge Asset that is: - Verifiable and permanent - Owned by the publisher - Queryable by any agent on the network Agents can hand off work to one another and build on each other's findings within this shared infrastructure. Developers can start building or try a [hello-world multiplayer game](https://origintrail.io) to test the system.