Tomaz L

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Tomaz L

Tomaz L

@TomazOT

Cofounder @origin_trail @umanitek. Trust the source.

Katılım Temmuz 2009
2.7K Takip Edilen8.6K Takipçiler
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Tomaz L
Tomaz L@TomazOT·
Time to turn on the multiplayer mode for your AI agents, DKG V9 has kicked off on testnet. Optimise your token spend & get more quality results by coordinating via @origin_trail decentralized knowledge graph. For agents, by agents 😎😎😎
Brana Rakic@BranaRakic

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Žiga Drev
Žiga Drev@DrevZiga·
Allbirds' $BIRD recent stock surge also exemplifies why “boring old” service, product, and government sectors chose @origin_trail to transform their operations with AI. Ministries, manufacturers, international trade groups, celebrities, and many others understand they mustn’t be left out of what is perhaps the most transformative industrial revolution in the history of mankind. The Decentralized Knowledge Graph is the missing link in making AI agents useful beyond hobby or solopreneur dealings. We are also proud that among tens of thousands of Web3 projects, @origin_trail $trac is perhaps the only technology used consequently in a growing number of businesses and government sectors. I am personally most excited about deeper integration with newly formed agentic technologies and the staggering speed of implementability that @origin_trail DKG v10 is bringing.
Watcher.Guru@WatcherGuru

JUST IN: Allbirds $BIRD stock rises over 420% after announcing shift from shoes to AI.

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Skyocean international
Skyocean international@SkyoceanIT·
A fraudster can forge a Bill of Lading in an afternoon. Forging a port departure record, a customs clearance, a carrier confirmation, and an inspection cert — all pointing to the same shipment, from unrelated institutions — that's what makes it not worth trying. @origin_trail #tradefinance #supplychain
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Brana Rakic
Brana Rakic@BranaRakic·
If you've been experiementing with agent memory, Round 1 of the @origin_trail bounty is a nice excuse to ship it The focus is on working + shared agent memory - where agents draft, share, and contest knowledge inside Context Graphs. Up to 10k $TRAC per integration. Happy to chat ideas first.
OriginTrail@origin_trail

AI's bottleneck is no longer the model — it's context. Agents have been building on @origin_trail 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 opens today. 🔗in reply

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Žiga Drev
Žiga Drev@DrevZiga·
The last job that will ever existed, will be the one of a context farmer. And there's a trillion dollar opportunity for builders to go bigger than anthropic or google by building the context layer for humanity together. Get your agents on track today, with traceable and shared context graphs!
OriginTrail@origin_trail

AI's bottleneck is no longer the model — it's context. Agents have been building on @origin_trail 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 opens today. 🔗in reply

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Jurij Skornik
Jurij Skornik@JureSkornik·
Round 1 of @origin_trail v10 bounty program is live! Build cool stuff, give agents the gift of DKG-powered shared memory, and earn rewards - more info below 👇
OriginTrail@origin_trail

AI's bottleneck is no longer the model — it's context. Agents have been building on @origin_trail 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 opens today. 🔗in reply

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Tomaz L
Tomaz L@TomazOT·
Time to fire up agents to do useful work and make their future work easier by leveraging context graphs. For agents, by agents. Catalyzed by @origin_trail. V10 will be wild 🤯
OriginTrail@origin_trail

AI's bottleneck is no longer the model — it's context. Agents have been building on @origin_trail 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 opens today. 🔗in reply

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OriginTrail
OriginTrail@origin_trail·
AI's bottleneck is no longer the model — it's context. Agents have been building on @origin_trail 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 opens today. 🔗in reply
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Žiga Drev
Žiga Drev@DrevZiga·
We’re opening a marketing internship at OriginTrail in Ljubljana. With a path to something much bigger. In a world where everyone is discussing AI, few truly grasp what comes next. AI doesn't fail due to a lack of intelligence; it fails because it lacks trustworthy memory. What happens when thousands of AI agents collaborate? They write, decide, and act. But without shared, verifiable memory, they drift, contradict, and hallucinate. This is the challenge we are addressing. The Decentralized Knowledge Graph is not just a feature; it represents the distinction between intelligence that guesses and intelligence that knows. It creates a system where AI agents not only generate answers but also prove their origins. Now, here’s where you come in. Marketing is evolving rapidly. The edge is no longer solely creativity; it’s about the ability to direct AI agents, build narratives across systems, and transform verified knowledge into belief. This internship is not about mere observation. It’s about learning to operate at a high level. You will work directly with our team, experiment with agents, and help shape how our story is communicated to the world. If you excel, you may not remain an intern for long. AI will produce everything, but the key question is: Who can make people trust it? If you believe that’s you, reach out to me directly.
GIF
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Brana Rakic
Brana Rakic@BranaRakic·
Update on @origin_trail DKG V10 release - where things stand. The work is going well. The team is heads-down on end-to-end protocol testing and walking publishers through the move into conviction accounts. Three things are happening at once, and each of them is a good signal: 1. V8 effective earnings rolling straight into conviction accounts 2. V10 publishing commitments looking materially higher than earlier models 3. A meaningful share of publishers using the moment to redeploy onto Base and Gnosis for the developer ergonomics there A lot of TRAC and a lot of publisher DKG state moving at the same time towarda V10. We are making sure we do it once and do it right. Done: V10 Release Candidate, epoch snapshot In progress: publishers migrating to V10, merging last PR improvements and testing Next: V10 mainnet across all networks → Conviction System staking UI → ongoing updates + bounty program Excited for what comes next. Trace on!
OriginTrail Developers@OriginTrailDev

The DKG V10 Mainnet timeline is now live! The V10 is the result of years of building, billions of Knowledge Assets, and the unstoppable contributions from publishers, stakers, and node runners across the entire @Origin_Trail ecosystem 📅 Key dates: Apr 8 → V10 Release Candidate Apr 9 → Epoch snapshot Apr 10 → Publishers begin migrating to V10 Apr 15–17 → V10 Mainnet goes live on all networks Apr 15–17 →New Conviction System Staking UI launches (TRAC migrates to V10 conviction — stakers receive the same total emissions, now accrued 3 years faster) Apr 20+ → Ongoing updates + bounty program In the age of AI, shared verifiable context is the ultimate moat.

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OriginTrail
OriginTrail@origin_trail·
AI systems are moving from isolated agents to coordinated intelligence. @rpi’s @oshaniws joins @BranaRakic 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 | @ul_fri
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Ema Lovšin
Ema Lovšin@ema_lovsin·
Most AI workflows break between steps, not inside them. Different agents, different prompts, fragmented context. @origin_trail DKG gives multi-agent systems a shared, verifiable context layer so coordination becomes more reliable.
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Brana Rakic
Brana Rakic@BranaRakic·
The next unlock for your AI agents will come from shared context graphs. @origin_trail Decentralized Knowledge Graph (DKG) brings trusted shared context graphs in the upcoming V10, allowing agents to share neuro-symbolic memory with verifiable cryptographic provenance More on why DKG v10 👇
Brana Rakic@BranaRakic

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Žiga Drev
Žiga Drev@DrevZiga·
When Alex Karp (@PalantirTech) says “all the value is going to chips and ontology,” counter these monopolies with decentralised tech. @origin_trail’s open source makes sovereignty, trust & inclusivity converge. A safe future is powered by those who connect what others isolate!
Žiga Drev tweet media
Palantir@PalantirTech

Because we get asked a lot. The Technological Republic, in brief. 1. Silicon Valley owes a moral debt to the country that made its rise possible. The engineering elite of Silicon Valley has an affirmative obligation to participate in the defense of the nation. 2. We must rebel against the tyranny of the apps. Is the iPhone our greatest creative if not crowning achievement as a civilization? The object has changed our lives, but it may also now be limiting and constraining our sense of the possible. 3. Free email is not enough. The decadence of a culture or civilization, and indeed its ruling class, will be forgiven only if that culture is capable of delivering economic growth and security for the public. 4. The limits of soft power, of soaring rhetoric alone, have been exposed. The ability of free and democratic societies to prevail requires something more than moral appeal. It requires hard power, and hard power in this century will be built on software. 5. The question is not whether A.I. weapons will be built; it is who will build them and for what purpose. Our adversaries will not pause to indulge in theatrical debates about the merits of developing technologies with critical military and national security applications. They will proceed. 6. National service should be a universal duty. We should, as a society, seriously consider moving away from an all-volunteer force and only fight the next war if everyone shares in the risk and the cost. 7. If a U.S. Marine asks for a better rifle, we should build it; and the same goes for software. We should as a country be capable of continuing a debate about the appropriateness of military action abroad while remaining unflinching in our commitment to those we have asked to step into harm’s way. 8. Public servants need not be our priests. Any business that compensated its employees in the way that the federal government compensates public servants would struggle to survive. 9. We should show far more grace towards those who have subjected themselves to public life. The eradication of any space for forgiveness—a jettisoning of any tolerance for the complexities and contradictions of the human psyche—may leave us with a cast of characters at the helm we will grow to regret. 10. The psychologization of modern politics is leading us astray. Those who look to the political arena to nourish their soul and sense of self, who rely too heavily on their internal life finding expression in people they may never meet, will be left disappointed. 11. Our society has grown too eager to hasten, and is often gleeful at, the demise of its enemies. The vanquishing of an opponent is a moment to pause, not rejoice. 12. The atomic age is ending. One age of deterrence, the atomic age, is ending, and a new era of deterrence built on A.I. is set to begin. 13. No other country in the history of the world has advanced progressive values more than this one. The United States is far from perfect. But it is easy to forget how much more opportunity exists in this country for those who are not hereditary elites than in any other nation on the planet. 14. American power has made possible an extraordinarily long peace. Too many have forgotten or perhaps take for granted that nearly a century of some version of peace has prevailed in the world without a great power military conflict. At least three generations — billions of people and their children and now grandchildren — have never known a world war. 15. The postwar neutering of Germany and Japan must be undone. The defanging of Germany was an overcorrection for which Europe is now paying a heavy price. A similar and highly theatrical commitment to Japanese pacifism will, if maintained, also threaten to shift the balance of power in Asia. 16. We should applaud those who attempt to build where the market has failed to act. The culture almost snickers at Musk’s interest in grand narrative, as if billionaires ought to simply stay in their lane of enriching themselves . . . . Any curiosity or genuine interest in the value of what he has created is essentially dismissed, or perhaps lurks from beneath a thinly veiled scorn. 17. Silicon Valley must play a role in addressing violent crime. Many politicians across the United States have essentially shrugged when it comes to violent crime, abandoning any serious efforts to address the problem or take on any risk with their constituencies or donors in coming up with solutions and experiments in what should be a desperate bid to save lives. 18. The ruthless exposure of the private lives of public figures drives far too much talent away from government service. The public arena—and the shallow and petty assaults against those who dare to do something other than enrich themselves—has become so unforgiving that the republic is left with a significant roster of ineffectual, empty vessels whose ambition one would forgive if there were any genuine belief structure lurking within. 19. The caution in public life that we unwittingly encourage is corrosive. Those who say nothing wrong often say nothing much at all. 20. The pervasive intolerance of religious belief in certain circles must be resisted. The elite’s intolerance of religious belief is perhaps one of the most telling signs that its political project constitutes a less open intellectual movement than many within it would claim. 21. Some cultures have produced vital advances; others remain dysfunctional and regressive. All cultures are now equal. Criticism and value judgments are forbidden. Yet this new dogma glosses over the fact that certain cultures and indeed subcultures . . . have produced wonders. Others have proven middling, and worse, regressive and harmful. 22. We must resist the shallow temptation of a vacant and hollow pluralism. We, in America and more broadly the West, have for the past half century resisted defining national cultures in the name of inclusivity. But inclusion into what? Excerpts from the #1 New York Times Bestseller The Technological Republic: Hard Power, Soft Belief, and the Future of the West, by Alexander C. Karp & Nicholas W. Zamiska techrepublicbook.com

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Jurij Skornik
Jurij Skornik@JureSkornik·
.@origin_trail DKG V10 coming to life, going well beyond "memory" as a feature DKG V10 brings shared context that humans & agents can work from together - build on prior work, keep decision trails intact, & avoid starting from scratch every time. In a simple math equation: Siloed memories < shared context graphs
Brana Rakic@BranaRakic

The first DKG v10 release candidate successfully lands on @origin_trail testnet, bringing shared context graphs for agent swarms. En route mainnet as soon as all tests complete, soon available on NPM The DKG is becoming coordination layer for humans and agents - we're using it to help us code together already

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Tomaz L@TomazOT·
Anything better for agent coordination than a shared context graph? Time to turn on multiplayer mode, @origin_trail V10 coming to your favourite agents. Testnet live.
Brana Rakic@BranaRakic

The first DKG v10 release candidate successfully lands on @origin_trail testnet, bringing shared context graphs for agent swarms. En route mainnet as soon as all tests complete, soon available on NPM The DKG is becoming coordination layer for humans and agents - we're using it to help us code together already

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Tomaz L@TomazOT·
Conviction mechanism is the key element of V10 flywheel increasing @origin_trail decentralized knowledge graph: - utility value for publishers and - network security alignment with delegators. Testnet live.
OriginTrail Developers@OriginTrailDev

As we release the @origin_trail DKG v10 candidate today, 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? 🧵

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