June 2026 will be remembered as the month the DKG V10 mainnet went live, enabling faster and richer scope adoption of the sovereign context infrastructure. @TraceLabsHQ stepped forward with a new identity and nOS, @Google's Open Knowledge Format (OKF) found a home with trusted provenance and @Umanitek announced their new True Seal integration.
⚡ DKG V10 mainnet launch — The grid is awake
OriginTrail officially launched the V10 Decentralized Knowledge Graph mainnet: a shared, sovereign memory layer purpose-built for the age of AI agents. Within days, over 15 million $TRAC was committed to publishing.
"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."
What's live:
→ Conviction System: lock TRAC for longer periods and amplify staking rewards up to 6x; publishers pre-purchase publishing capacity at a discount
→ Agent-Native Shared Memory: Hermes, OpenClaw, Claude, Cursor, Codex and more now operate on the same verifiable, owned context graph. One command. One shared context.
→ Sovereign Infrastructure: free to use, yours to run. Launch your own node and own your knowledge assets.
→ Provable Knowledge Assets: cryptographically anchored with Merkle roots and EIP-712 signatures for full provenance
https://x.com/origin_trail/status/2069512422201651481
🔗 Google's Open Knowledge Format, now with trusted provenance
The month closed with a bridge to the wider knowledge web. OriginTrail advanced the portability of @Google's new Open Knowledge Format (OKF) — and the integration is already live in DKG V10. Any OKF bundle can be imported with a single "dkg okf import" command, instantly becoming a queryable, agent-ready, cryptographically verifiable Knowledge Asset.
Demo: @MicroStrategy's $STRC Bitcoin treasury data, built from SEC filings, was imported end-to-end. Citations became queryable edges. Figures became structured data. The entire bundle carries a Merkle root and EIP-712 signature, so agents can verify every headline back to the exact filing it came from.
https://x.com/origin_trail/status/2072319430915195021
🛡️ Umanitek Guardian True Seal launch
@umanitek introduced Guardian True Seal: verifiable image and video analysis that strikes through fakes and
delivers an auditable result directly on the OriginTrail DKG.
"Your judgment alone is no longer good enough to tell what is real online."
This extends the DKG from verifiable data into verifiable reality — even images and video now have an auditable truth layer. A powerful step against AI-driven misinformation and deepfakes. Available early July.
https://x.com/umanitek/status/2071970894843363806
🧠 Five medical agents. Zero coordination. One truth.
Five independent AI agents converged on the same medical findings — without being instructed to agree.
Each agent drew from PubMed, ClinicalTrials.gov, and safety data living on a shared DKG V10 context graph. Every conclusion arrived with verifiable provenance and cryptographic stamps. No hallucinated consensus, no copied answers — just independent reasoning grounded in the same provable evidence. This is what trust between machines actually looks like.
Full breakdown by @JureSkornik:
https://x.com/origin_trail/status/2070536180714635631
🏆 Builders answered the call — bounty winners shipped
V10 wasn't even on mainnet yet, and the community was already building on it. Two winners of the DKG V10 Integrations Bounty shipped real, agent-native integrations in June.
@obsdmd × DKG by @jakepel03: a plugin that connects your personal second brain to shared context graphs on OriginTrail in minutes — compounding knowledge across teams and entire organizations.
https://x.com/OriginTrailDev/status/2068648187057902001
TRACaBot by @otnoderunner: an @openclaw Telegram agent that writes scam reports straight to DKG Shared Memory. One community flags a bad actor — every community is instantly protected.
https://x.com/OriginTrailDev/status/2067266752434536612
The bounty remains open, with up to 10,000 $TRAC for AI agent integrations on DKG Working & Shared Memory.
📜 385,000 historical memories, made permanent
Proof that this technology carries real human weight: @ApexFusion 's Vector L2 put AI agents to work rebuilding an archive of 385,000 historical records — recorded a century ago in handwritten Cyrillic — into a verifiable knowledge graph on the OriginTrail DKG. The result: 20,960 Knowledge Assets, every single fact provable and traceable. History that once lived in fading ink is now permanent, queryable, and owned by everyone.
https://x.com/ApexFusion/status/2066839410855805093
🛡️ Security by design — the Frontier-AI Resilience Gate
Before opening V10 to mainnet value, the core team went a step further: they invited the world to break it. Release candidate rc17 was deployed as a public pre-mainnet with a very real honeypot — a 200,000 TRAC drainable pool plus a 100,000 TRAC severity-reward pool.
Independent researchers and AI-augmented red teams were invited to attack the system. Findings were fixed and re-verified before launch, acknowledging that frontier models like Claude Opus can now surface critical bugs that previously evaded expert review.
"The bar for what an attacker, human or AI, can find only rises from here… The Resilience Gate is how we make sure we're on the defenders' side."
Details & rc17:
https://x.com/OriginTrailDev/status/2064800518732476908
🎤 Ljubljana: A full room, a live grid
The month opened with energy on the ground. A full room of builders gathered in Ljubljana with @cursor_ai & @CursorSlovenia for a live demonstration of DKG V10 by @BranaRakic. The message from the crowd was unmistakable: builders are no longer just looking for utility — they want systems where knowledge accumulates and creates compounding value over time.
https://x.com/origin_trail/status/2062172935725490567
Throughout June, that energy carried: announcements drew hundreds of thousands of views and enthusiastic engagement from node runners, developers, and AI builders alike.
🧬 Where the month began — Trace Labs unveils a new nOS
Everything above rests on a vision set out in the first days of the month. @TraceLabsHQ — the core developers behind OriginTrail, unveiled a new identity and launched nOS: the Network Operating System for Verifiable Enterprise AI, powered by the new DKG V10. Its promise: institutional knowledge that compounds instead of being lost or rented, where every agent's decision becomes a structured, owned, auditable trace.
"We are not chasing AI. We are chasing journeys that end safely… food you can trust… medicine where every result traces back to the evidence… a world where you can still tell what is real.
"
Identity reveal:
https://x.com/TraceLabsHQ/status/2061833053861786004
Manifesto:
https://x.com/TraceLabsHQ/status/2063954206911078554
Positioning:
https://x.com/TraceLabsHQ/status/2064372397268951225
🗺️The road ahead: the V10 is the foundation
V10 is not an endpoint. With conviction economics live, a growing library of agent integrations, real enterprise deployments via nOS, and powerful new data portability through OKF, the OriginTrail ecosystem is positioned to become the trust layer for the next generation of AI.
What you can do next:
→ Build or integrate agents on shared verifiable memory: https://origintrail.io/technology/decentralized-knowledge-graph
→ Stake with conviction: https://staking.origintrail.io
→ Join the Integrations Bounty (up to 10,000 $TRAC): https://docs.origintrail.io/active-now/dkg-v10-bounty
→ Follow @origin_trail, @OriginTrailDev and @TraceLabsHQ for updates
We are looking forward to sharing the next monthly digest.
Trace ON & Trust the Source.
