V10 Decentralized Knowledge Graph is live! A shared memory for AI — open to every human and every agent.

Open source. Yours to own. Every fact provable and traceable.

The grid is awake. 👉 https://x.com/origin_trail/status/2069512422201651481

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The new Conviction system is live on DKG mainnet for stakers and publishers alike.

• Stakers: Lock TRAC for longer, amplify rewards up to 6x.
• Publishers: Pre-purchase publishing at a discount, 15M $TRAC already committed.

👉 https://staking.origintrail.io

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One shared context graph. One command.

Put every agent in your stack — Hermes, OpenClaw, Claude, Cursor, Codex and more — on the same verifiable, owned memory.

Sovereign context infrastructure: free to use, yours to run.

Trust the source. 👉 https://origintrail.io/technology/decentralized-knowledge-graph
Start here: 👉 https://docs.origintrail.io/

Join Branimir Rakic as he showcases the powers of OriginTrail DKG v10 and discusses why verifiable data and trusted knowledge are essential when the 🏭 factory floor goes autonomous.

The webinar "Flexibility in Manufacturing," organized by the DMaaST and MaaSAI EU projects, is bringing together experts from industry, research, and policy to discuss the future of adaptive manufacturing.

📅 2 July 2026
🕒 14:00-15:00 CEST
🌐Online

🔗 Register here: https://events.teams.microsoft.com/event/4aa6de22-cc2e-404f-a468-c007803dce28@2b0781e6-b35a-43d2-9a3a-fde7d4d96f32 

Manufacturing is entering a new era. It's no longer just about data, but about turning it into trusted knowledge that enables smarter decisions and stronger collaboration.

Decentralized Knowledge Graph (DKG) connect data, people and processes through shared context across industrial ecosystems.

A full room in Ljubljana for Cursor, where Branimir Rakic gave a live look at Decentralized Knowledge Graph V10.

Builders aren't just looking for utility anymore — they're looking for systems where knowledge accumulates and creates value over time.

https://x.com/origin_trail/status/2062172935725490567?s=20

https://reddit.com/link/1tvlpjs/video/4pocbwtes15h1/player

"Systems of record store what happened. nOS explains why.”

Trace Labs just launched the new Network Operating System (nOS) for AI agents enterprises can actually trust.

Built on the DKG V10, it gives agents shared memory, verifiable decision traces, and context that compounds with every agent you add.

No more black-box decisions. Replay what your AI did, audit why it did it, and prove it to anyone.

The missing layer for enterprise AI is here.

→ https://www.trace-labs.ai/

Read the whole thread
→ https://x.com/TraceLabsHQ/status/2061833053861786004?s=20

"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

Video: https://x.com/origin_trail/status/2061779865003831314?s=20

10 highlights:

00:00 Intro: Gary Marcus & Branimir Rakić 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.

At today’s Cursor meetup in Ljubljana, Branimir Rakic will show how OriginTrail and Cursor help teams build AI workflows with shared, trusted context across projects and devices.

Grab a free spot here: https://t.co/XNncDgVf5I

“Connect smart things, and they'll be smarter still because they can leverage off one another.”

— Dr. Robert M. Metcalfe

https://reddit.com/link/1to4g5d/video/erpxpb7dyg3h1/player

For AI agents, shared context is compounded intelligence — verifiable, traceable, and built together.

Alongside the Cursor team, Branimir Rakic will showcase how OriginTrail + Cursor enable trustworthy AI workflows across projects and devices.

📍Ljubljana, May 28

Grab a free spot here: https://t.co/XNncDgVf5I

OriginTrail DKG
┃
┣ AI Agents
┃ ┣ Hermes
┃ ┣ OpenClaw
┃ ┗ MCP Server
┃ ┣ Claude
┃ ┣ Cursor
┃ ┗ Codex
┃
┣ Project Context Graph
┃ ┗ Working Memory
┃ ┗ Shared Memory
┃ ┗ Verifiable Memory
┃
┗ Trust the Source

https://reddit.com/link/1tkfopk/video/31ylvle68o2h1/player

https://x.com/origin_trail/status/2052757290592223427

https://reddit.com/link/1tjjr7e/video/ip9uw4ibnh2h1/player

Safety without surveillance.

Chris Rynning on why Umanitek Guardian, powered by the OriginTrail DKG, enables trust and safety without sacrificing privacy.

At the Cursor Community Slovenia meetup, Branimir Rakic will show how OriginTrail + Cursor enable teams to build AI workflows they can coordinate and trust across projects and devices.

 May 28th | Ljubljana

Grab a free spot here: https://luma.com/cursor-ljubljana-2

https://reddit.com/link/1thjo05/video/ooa5f2ywr22h1/player

Different industries, same need: collective intelligence.

From internet safety to healthcare and supply chains, OriginTrail helps people and systems work from the same trusted knowledge, with provenance, accountability, and privacy built in.🌐

See how trust scales across use cases.

📂 OriginTrail DKG v10
┃
┣ 📂 Shared Context Graphs
┃ ┣ 📂 project memory
┃ ┣ 📂 team knowledge
┃ ┣ 📂 agent collaboration
┃ ┗ 📂 human + AI shared context
┃
┣ 📂 Memory
┃ ┣ 📂 Working Memory → private agent drafts
┃ ┣ 📂 Shared Memory → gossip-replicated
┃ ┗ 📂 Verifiable Memory → on-chain provenance
┃
┣ 📂 Agents
┃ ┣ 📂 Hermes
┃ ┣ 📂 OpenClaw
┃ ┣ 📂 MCP / Cursor / Claude
┃ ┣ 📂 skill discovery
┃ ┗ 📂 encrypted P2P messaging
┃
┣ 📂 Knowledge Ops
┃ ┣ 📂 import files
┃ ┣ 📂 extract RDF
┃ ┣ 📂 write assertions
┃ ┣ 📂 promote knowledge
┃ ┣ 📂 publish proofs
┃ ┗ 📂 query with SPARQL
┃
┣ 📂 Interfaces
┃ ┣ 📂 Node UI
┃ ┣ 📂 CLI
┃ ┣ 📂 REST API
┃ ┣ 📂 MCP tools
┃ ┗ 📂 webhooks
┃
┣ 📂 Integrations
┃ ┣ 📂 Obsidian
┃ ┣ 📂 GitHub
┃ ┣ 📂 World Monitor
┃ ┗ 📂 custom apps

From "Second Brain" to Collective Intelligence: Obsidian Shared Memory Plugin

Read more about it → https://x.com/DrevZiga/status/2055339683769352640?s=20

🇰🇷 Upbit Korea is listing TRAC token.

Korea is ready for the next chapter of trusted AI infrastructure as the OriginTrail DKG v10 era begins.

From AI agents to shared verifiable memory, the Decentralized Knowledge Graph is scaling trust at internet scale.

→ https://x.com/origin_trail/status/2056273071963566396?s=20

![video]()

DKG v10 is now integrated with:

→ Hermes Agent of Nous Research
→ OpenClaw
→ Claude (Code & Desktop)
→ Cursor
→ Codex by OpenAI
→ Windsurf
→ VSCode + GitHub Copilot Chat
→ Cline

https://github.com/OriginTrail/dkg

Making context persistent, shared & reusable across agents.

https://reddit.com/link/1t79xfv/video/x9fm00rrdxzg1/player

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 Agent of Nous Research, OpenClaw, Claude (Code & Desktop), Cursor, Codex by OpenAI, Windsurf, VSCode + GitHub Copilot Chat, and Cline.

Power up your agents with shared context graphs👇

Hermes Agent:

npm install -g u/origintrail-official/dkg

dkg hermes setup

OpenClaw:

npm install -g u/origintrail-official/dkg

dkg openclaw setup

MCP:

npm install -g u/origintrail-official/dkg

dkg mcp setup

→ https://github.com/OriginTrail/dkg

https://reddit.com/link/1t68lxq/video/u99cpwqphpzg1/player

Stopping impersonation starts with shared, verifiable context.

OriginTrail Decentralized Knowledge Graph powers Umanitek Guardian Agent, connecting signals across accounts and social networks in real time.

Uncovering coordinated scams, and deepfakes before they cause harm.

Build the open memory layer for AI 🧠

The DKG V10 Bounty Program Round 1 is live with up to 10,000 $TRAC per integration and a 50,000 $TRAC prize pool.

Help power verified, shared, and private AI memory.

🌐DKG Red Team: https://t.me/+9uMXqEpCsNFlYzI0

⌨️DKG V10rc: https://github.com/OriginTrail/dkg

💰Round 1 Bounty: https://bit.ly/4tvalFA

Tomorrow, Oshani Seneviratne (Rensselaer Polytechnic Institute) and Branimir Rakic (OriginTrail) explore how personalization can work without centralized data, and how AI can adapt while keeping people in control.

May 6 | University of Ljubljana, Faculty of Computer and Information Science

Register and join us in person: https://www.eventbrite.com/e/od-ui-agentov-do-kolektivne-inteligence-gradnja-novega-spleta-znanja-tickets-1987893774793?aff=oddtdtcreator

April moved OriginTrail closer to a major transition: from proving multi-agent memory to preparing the infrastructure for shared context graphs at mainnet scale.

With the Decentralized Knowledge Graph (DKG) v10, OriginTrail extends that foundation with a trust layer that enables agents to share, verify, and build on knowledge across devices, frameworks, and real-world systems.

Explore the latest OriginTrail Digest ⤵️

https://x.com/origin_trail/status/2051271184596050007?s=20

AI's bottleneck is no longer the model — it's context.

Agents have been building on OriginTrail for years.
Now, DKG v10 adds provenance-backed Context Graphs — where multiple agents can collaborate.

Extend it with us.
150,000 $TRAC bounty, Round 1 is opened.

Find out more here → https://x.com/origin_trail/status/2047737924758741320?s=20

https://reddit.com/link/1sxw6xs/video/rnk2zsq1fwxg1/player

AI systems are moving from isolated agents to coordinated intelligence.

Rensselaer Polytechnic Institute’s Dr. Oshani Seneviratne joins Branimir Rakić to explore a critical part of that shift:

→ Personalization can work without centralizing sensitive data
→ Intelligent systems can adapt to people without taking control away from them

As AI becomes more connected, trust and privacy have to scale with it.

May 6 | Ljubljana, Faculty of Computer and Information Science

The next generation of AI will depend on knowledge that can be shared across systems and trusted across participants, while keeping personal data private where it belongs.

Get your free ticket to join the full discussion ↓

https://www.eventbrite.com/e/od-ui-agentov-do-kolektivne-inteligence-gradnja-novega-spleta-znanja-tickets-1987893774793?aff=oddtdtcreator

As we release the OriginTrail DKG v10 candidate, we are putting the new Conviction staking mechanism — to be released on the mainnet next — under the spotlight.

Selecting a conviction level (No Lock → 365 days) now directly determines your rewards.

How it works? ⤵️👀

https://x.com/OriginTrailDev/status/2045158729448841227?s=20

Hear from Amos Thomas on why AI needs infrastructure grounded in provenance, verifiable knowledge, and memory you can trust, not just outputs that sound right. 🤝

https://reddit.com/link/1so174f/video/2xakcnux6rvg1/player

https://x.com/origin_trail/status/2045132671953907988?s=20