
Join the community building on the Decentralized Knowledge Graph - follow the @origin_trail developers ecosystem for latest news and tools. #TraceOn
Joined August 2021
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Inference + graph queries, bought and sold in $TRAC between @origin_trail nodes on @Base. Both sides metered. TRAC’s first job was publishing knowledge. It just got a second one.
The latest in a series of prototypes validated that query and inference CAN be metered, served and settled in TRAC node to node, in both directions.
What is intentionally left for broader discourse is which settlement model best serves the protocol and its community. That’s what OT-RFC-69 is all about.
Practical tip.
Run blackbox dashboard, then ask your agent to read ~/.ssh/id_rsa. Watch Agent #Blackbox land the finding in the live feed.
Audit mode flags it, block mode stops it.
xitter.gq/umanitek/status/210778…
New article: Part 1 of a series by @CredibleCrypto, our first product ambassador.
He covers how Guardian, TrueSeal and Guardian Blackbox fight the dark side of AI, why every result is anchored on the @origin_trail DKG, and where $TRAC fits in.
Read the full article on our newsroom 👇
umanitek.ai/newsroom/someone…
AI found a critical bug in code behind millions of websites. Within hours, hackers made millions of attempts to exploit it.
Security leaders are calling it “Black October,” and warning it’s only the start.
Servers aren’t the only target. AI also lets scammers create fake accounts and impersonations faster than anyone can report them. Guardian detects and takes them down at the same speed🛡️
And as more work runs through AI agents, they become targets too.
Blackbox monitors agents as they run, so they can’t be tricked or compromised 🤖
📰 Via @guardian : ‘Black October’: cybersecurity experts sound the alarm over new era of AI-enabled hacking | Technology | The Guardian
Day 1 of Trader Shield?
Start here 👇
Your trading agent sees text and follows it. It cannot tell your order from an attacker's instruction buried in a page it just read.
We built the fix on @origin_trail's #DKG.
umanitek.ai/blackbox
OriginTrail Developers retweeted
Manufacturing, on TRAC(k). For the next decade.
Data that can be verified is the cheapest form of AI risk management. It is also what the EU’s Digital Product Passports (DPP) will run on from 2027.
In DMaaST, @JPB_SYSTEME and @KamstrupGroup are putting their factory data on the OriginTrail Decentralized Knowledge Graph to future-proof their smart manufacturing: verifiable records, traceable AI decisions, and DPP readiness built in.
How it works:
👉 dmaast.eu/2026/10/20/the-mis…
Got a Mac?
#Blackbox discovery found 17 real wallet stores, and all 15 attacks on real @MetaMask and @phantom files behaved as expected.
Verified threats sync from @origin_trail's #DKG.
Star the repo: github.com/umanitek/agent-bl…
xitter.gq/umanitek/status/210778…
New article: Part 1 of a series by @CredibleCrypto, our first product ambassador.
He covers how Guardian, TrueSeal and Guardian Blackbox fight the dark side of AI, why every result is anchored on the @origin_trail DKG, and where $TRAC fits in.
Read the full article on our newsroom 👇
umanitek.ai/newsroom/someone…
Our chairman @ChrisRynning joined @ForbesParaguay for a conversation on AI Safety and the AI safety infrastructure Umanitek is building.
Read more: forbes.com.py/today/el-momen…
Your AI agent can trade.
It should never touch your keys.
Trader Shield now protects 11 wallets: @MetaMask, @phantom, @CoinbaseWallet, @TrustWallet, @wallet, @Rabby_io, @keplrwallet, @solflare, @exodus, @ElectrumWallet, @Solana CLI.
Switch it on, tick yours:
curl -fsSL blackbox.umanitek.ai | bash
OriginTrail Developers retweeted
⚠️ Right now, AI trading agents are one bad prompt or malicious package away from draining wallets.
@umanitek’s Trader Shield just closed that window for 11 of them — @CoinbaseWallet, @TrustWallet, @wallet (@okx), @Rabby_io, @keplrwallet, @solflare, @exodus, @ElectrumWallet, @solana CLI and more.
Seeds, keys and drainers are blocked before the agent can touch capital. Every check is a live lookup on shared, verifiable threat intelligence on Decentralized Knowledge Graph.
One detection protects the entire network.
Safer agentic trading, on TRAC(k).
Trust the source.
Trader Shield in #Blackbox now protects 11 wallets.
9 new ones added.
✅ - @CoinbaseWallet at @coinbase
✅ - @TrustWallet
✅ - @wallet at @okx
✅ - @Rabby_io
✅ - @keplrwallet
✅ - @solflare
✅ - @exodus
✅ - @ElectrumWallet
✅ - @solana CLI
Powered by the @origin_trail #DKG.
Star it: github.com/umanitek/agent-bl…
xitter.gq/umanitek/status/210778…
What happens when AI moves faster than the safeguards around it?
@ChrisRynning on the race toward superintelligence and why AI safety can’t wait, in his @ForbesParaguay interview.
It’s the challenge we’re tackling, building trust infrastructure for the AI era on @origin_trail.
Read the highlights 👇
umanitek.ai/newsroom/forbes-…
🎙️ Podcast episode coming soon.
OriginTrail Developers retweeted
The OriginTrail logo stands for trust.
Organisations from very different worlds put it on the most valuable space they own: their products and their homepages.
You'll find it at the centre of the QR code on millions of packs, where shoppers ask the brand questions directly through an AI agent. And on the homepage of European Gymnastics, the continental governing body for gymnastics in Europe, where "Powered by OriginTrail" sits under Luigi, its mascot turned AI agent.
Both AI agents run on the OriginTrail Decentralized Knowledge Graph.
Trust the source.
"Trust is the new gold. When we can no longer tell what's human from what's not, the web needs an immune system."
We're building that immune system on @origin_trail.
👉 - umanitek.ai
xitter.gq/umanitek/status/210778…
New article: Part 1 of a series by @CredibleCrypto, our first product ambassador.
He covers how Guardian, TrueSeal and Guardian Blackbox fight the dark side of AI, why every result is anchored on the @origin_trail DKG, and where $TRAC fits in.
Read the full article on our newsroom 👇
umanitek.ai/newsroom/someone…
Trader Shield in #Blackbox now protects 11 wallets.
9 new ones added.
✅ - @CoinbaseWallet at @coinbase
✅ - @TrustWallet
✅ - @wallet at @okx
✅ - @Rabby_io
✅ - @keplrwallet
✅ - @solflare
✅ - @exodus
✅ - @ElectrumWallet
✅ - @solana CLI
Powered by the @origin_trail #DKG.
Star it: github.com/umanitek/agent-bl…
xitter.gq/umanitek/status/210778…
New article: Part 1 of a series by @CredibleCrypto, our first product ambassador.
He covers how Guardian, TrueSeal and Guardian Blackbox fight the dark side of AI, why every result is anchored on the @origin_trail DKG, and where $TRAC fits in.
Read the full article on our newsroom 👇
umanitek.ai/newsroom/someone…
OriginTrail Developers retweeted
📰 @Umanitek chairman and co-founder @ChrisRynning sat down with @Forbes Paraguay to talk about what he calls our generation's Oppenheimer moment. The full podcast episode is coming soon.
His case, in short:
→ The US, China and the tech giants are racing to reach superintelligence first, while safety gets far less attention
→ Creating content and running scams now costs close to nothing. In Paraguay, fake accounts posing as politicians and public figures are already a real problem
→ People can no longer tell real from generated by eye, so it takes machines to fight machines
Those machines need a source they can check.
Umanitek's tools run on Decentralized Knowledge Graph (DKG). Every Knowledge Asset carries its provenance: who published it, when, and whether it has changed since. Anyone, human or AI agent, can check a record before relying on it.
Trust the source.
Read the Forbes Paraguay article (in Spanish): forbes.com.py/today/el-momen…
#Blackbox is updated for @NousResearch's Hermes Agent v0.22 and ready to go 🛡️
Every action your agent takes is checked before it runs, against a verifiable threat graph on @origin_trail's #DKG.
Update or install in one line:
curl -fsSL blackbox.umanitek.ai | bash
OriginTrail Developers retweeted
"Many will start as single-player tools and evolve into multiplayer networks."
— Chris Dixon @cdixon, @a16zfrontier
Multiplayer needs shared memory. Decentralized Knowledge Graph (DKG) gives it an author, human or agent, plus a history and proof.
Trust the source.
Tomorrow: a live Guardian Product Walkthrough with @TomazOT 🛡️
See how Guardian finds and takes down impersonators and scam accounts, with every takedown anchored on the @origin_trail DKG.
🗓 Thu 22.10 · 17:00 CET · Streamyard
Register 👉 guardianwebinar.umanitek.ai
Thank you @Teknium 🙏
Agent Blackbox is now officially listed in the Hermes Plugin Catalog. Grateful to you and the @NousResearch team for reviewing it and welcoming us in.
We are proud to help keep ALL #AI #Agents safe with Hermes.
More coming 🛡️
OriginTrail Developers retweeted
🛡️ @claudeai and @ChatGPTapp compete. Their agents can still defend together.
@umanitek's Guardian lets agents on both share one threat memory via the Decentralized Knowledge Graph.
Plugins land next week. @TomazOT demos it.
Trust the source.
Guardian Product Updates xitter.gq/i/broadcasts/1nGnRBDLa…
Myth: a careful prompt keeps your trading agent safe. Reality: it can't tell your request from an attacker's sentence in a page it just read. Trader Shield (beta) checks actions, not words, verified on @origin_trail.
✅ - blackbox.umanitek.ai
xitter.gq/Teknium/status/2110144…
















