New DKG (v10.0.10) update is live!
→ Context published by others is now easy to find and verify, even if your node was offline or just joined
→ Publishing no longer gets stuck or fails on large assets
→ Everything runs faster and more reliably
Trust the source.
Buzz gives people and agents a shared room with signed messages and identities.
OriginTrail DKG gives that room a memory it can trust.
Pin the useful stuff. Verify where it came from. Keep the humans in control of what becomes permanent.
Definitely buzz-worthy 😎
@hot_town@jack@gregisenberg Fantastic podcast, just watched it.
We’ve just released integration to Buzz allowing for persistent and verifiable context to be moving from any relay or conversely from any system to Buzz, with origin proofs and ownership preserved. Here’s the whole thing, will update further:
I've personally seen orders of magnitude productivity improvement with coding agents using DKG for shared context - with the new Buzz integration I expect another order of magnitude as we ramp up use.
Try it yourself 👇
🚨 $TRAC IS ~7X UNDERVALUED vs. its AI/infra peers.
We compared $TRAC with basket of comparable projects: $TAO $VVV $GRT $FET $FIL $WLD $NEAR $ICP $RENDER
📊 Equal-weighted peer valuation:
$TRAC now: $0.28
Fair value: ~$1.96
That’s roughly +600% just to trade in line with its peer group. 🤯
Not to outperform them.
Just to close the valuation gap.
The market can ignore fundamentals for a long time.🚀
But a 7X valuation gap is hard to ignore forever. 👀🔥
Shared space for humans and agents got a boost from @origin_trail DKG - now every Buzz room can have a Context Graph.
Decisions worth keeping become Knowledge Assets with provenance (the room decides what becomes permanent).
Swarm intelligence with verifiable memory!
Intelligence is no longer individual. The next decade belongs to swarms — humans and AI agents thinking together.
One question decides whether that's progress or noise: can you verify the swarm events, and context origin?
Announcing integration of DKG with @jack Dorsey's Buzz🧵
Just like @NousResearch Hermes agent grows with you, @umanitek Agent Blackbox keeps growing in the capacity to keep all your agents safe.
Try it out and stay tuned for the new updates dropping this week, including the unlocking of community graph powered by @origin_trail.
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Biggest user community on DOT.
Inflation free
Fully released
Community owned
Check out our Gavun's grid miner
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Major industry players are already adopting @origin_trail
for a reason.
@KamstrupGroup — a global leader in intelligent metering with ~DKK 3.5 billion in revenue and 1,500+ employees — is building verifiable digital twins of their manufacturing systems.
They’re combining neuro-symbolic AI with context graphs to create trusted, real-world knowledge
layers……while fully owning both their data and their
models.
This is exactly what the Decentralized Knowledge Graph was built for:
Enterprise-grade trust.
Verifiable AI.
Real ownership.
When serious industrial companies start using the infrastructure, the narrative shifts from hype
to adoption.
ethereum:0xaa7a9ca87d3694b5755f213b5d04094b8d0f0a6f is quietly powering the next wave.
What you're seeing with software AI agents is coming to the "hardware" world fast - and that means even less tolerance for errors or hallucination.
Major industry players are adopting @origin_trail exactly for that reason - @KamstrupGroup is creating verifiable, digital twins of their manufacturing systems, using neuro-symbolic AI and context graphs. And most importantly - owning their data and models both
I've witnessed the adoption of various technology in supply chains over the past 15 years, from railways to food, and I've never seen anything as powerful as what we are seeing now. Follow @origin_trail and DMaaST project for more developments on this topic 👇
Industrial data is no longer a byproduct. It's a strategic asset.
Through the DMaaST initiative, @KamstrupGroup is being onboarded to the Decentralized Knowledge Graph (DKG) — a foundation for reliable AI across the manufacturing value chain. The EU Data Act is writing the same shift into law.
For smart manufacturing, that's an opening:
→ machine and product data put to work
→ transparent value chains
→ new services built on industrial data
The factory of the future won't just make things. It will make insights.
Trust the source.
Prompts < loops < graphs.
AI coding is moving beyond prompts and loops to graphs that provide persistent shared memory and structured neuro-symbolic reasoning.
DKG delivers sovereign context infra: decentralized and fully under user control.
The next foundation.
Every aircraft has a black box. Nobody debates why.
AI agents execute code, install tools and act on prompts without a flight recorder.
Until now.
Guardian Agent Blackbox logs actions, surfaces risk and connects findings to shared threat memory on @origin_trail.
Live today.
Agent coding sessions can be beautiful
This is Codex & Claude working through a series of neuro-symbolic graph loops, via a shared memory context graph, running across two laptops. Article coming soon
Powered by @origin_trail Decentralized Knowledge Graph