Before we trust the intelligence, we must trust the source.
Decentralized
Joined May 2014
- Tweets14.1K
- Following1.4K
- Followers90.6K
- Likes36.1K
Pinned Tweet
→ Global supply chains, on TRAC(k)
→ AI safety, on TRAC(k)
→ Medicines and science, on TRAC(k)
→ Rail and buildings, on TRAC(k)
→ Manufacturing, on TRAC(k)
→ Food, on TRAC(k)
→ Education, on TRAC(k)
→ International sports, on TRAC(k)
Every one of these runs on data that passes between people and organisations who have never met: suppliers and buyers, labs and regulators, AI models and the people relying on their answers.
When that data carries its owner, its origin and proof that it hasn't been changed, everything built on it stays on $TRAC(k).
That is what the OriginTrail Decentralized Knowledge Graph (DKG) is for.
Trust the source.
👉 origintrail.io/solutions
How to? 👇
xitter.cf/umanitek/status/211218…
Practical tip: before your #AI agent touches an exchange API, install #Blackbox and switch on Trader Shield (beta). One command sets up @NousResearch's Hermes Agent, the plugin and a #DKG node.
👉 - curl -fsSL blackbox.umanitek.ai | bash
⭐ Star Agent Blackbox: github.com/umanitek/agent-bl…
🛡️ Install in one line: curl -fsSL blackbox.umanitek.ai | bash
📖 How it works: umanitek.ai/blackbox
OriginTrail retweeted
Practical tip: before your #AI agent touches an exchange API, install #Blackbox and switch on Trader Shield (beta). One command sets up @NousResearch's Hermes Agent, the plugin and a #DKG node.
👉 - curl -fsSL blackbox.umanitek.ai | bash
⭐ Star Agent Blackbox: github.com/umanitek/agent-bl…
🛡️ Install in one line: curl -fsSL blackbox.umanitek.ai | bash
📖 How it works: umanitek.ai/blackbox
Safer AI trading, on TRAC(k)
Blackbox by @umanitek is now a @NousResearch Hermes Agent plugin.
Each action is checked before it runs, against verifiable threat data on Decentralized Knowledge Graph.
Prompt injection, bad packages, drainers: flagged or blocked.
Trust the source.
AI agents are starting to be deployed on users' devices more frequently than ever before. I've even seen a number of active traders start turning towards these agents in order to analyze markets, execute trading strategies and even actively manage their own live trading ports.
However, deploying autonomous AI agents that have access to your systems, networks and your actual trading accounts comes with significant security risk as well. @Teknium and @NousResearch have built a powerful foundation with Hermes (a free, open source AI agent), and now @umanitek is adding a critical layer: Blackbox.
One install of the Blackbox plug-in (which is now live) gives Hermes agents access to shared threat intelligence and real-time protection against malicious commands, compromised packages, prompt injection, and more.
If you are actively using an AI agent on one of your systems right now, adequate security is non-negotiable.
Agentic trading is pretty new at the moment, but if it is ever going to scale it will need agents that are not just smarter, but safer as well.
Blackbox provides that safety net to AI agents, and it runs on the @origin_trail DKG.
OriginTrail retweeted
Agent BlackBox with @NousResearch
Hermes demonstrates how #OriginTrail DKG is the best thing for the future of the web, alongside umanitek and AI agents.
Threat plugins helping AI agents detect threats and act before things go south
The dawn of a more secure internet. And all of this will benefit $TRAC.
Safe AI trading, on TRAC(k). ✈️
70% of surveyed crypto traders are ready to let AI manage their portfolios autonomously.
That's a lot of capital about to go on autopilot.
AI agents can be hijacked through malicious inputs, compromised packages, and prompt injection.
In aviation, black boxes help explain what went wrong after a crash.
In agentic trading, @umanitek's Blackbox aims to prevent the crash in the first place.
Powered by @origin_trail's Decentralized Knowledge Graph (DKG), Blackbox enables shared, verifiable threat intelligence, helping AI agents detect threats and act before things go south.
Because when AI is the pilot and your money is the passenger, security better be first class.
Trust the source.
OriginTrail retweeted
Your #AI agent trades. What else sits on that machine? Wallet vaults, seed phrases, exchange API keys. Trader Shield (beta) keeps the agent out, anchored on @origin_trail's #DKG. Install: curl -fsSL blackbox.umanitek.ai | bash #TraderShield
xitter.cf/Teknium/status/2110144…
OriginTrail retweeted
From electronics to aerospace, global value chains are becoming increasingly complex, dynamic, and exposed to geopolitical uncertainty.
Keeping manufacturing on TRAC(k) means bringing verifiable knowledge to every step of the journey.
From sourcing and supply chains to factory floors and digital product passports, the Decentralized Knowledge Graph (DKG) connects what others keep fragmented.
Manufacturing, on TRAC(k).
Europe's aerospace and defence industry turned over €325.7 billion in 2024 and employs 1.1 million people. Its value chains run through thousands of suppliers, and when one goes down, the whole network has to adapt with whatever information it can trust.
DMaaST initiative brought together partners in 10 countries, building a Smart Manufacturing Platform to make that adaptation faster. Its foundation is a data layer on Decentralized Knowledge Graph (DKG):
→ Product, process, facility and expertise data captured as Knowledge Assets
→ Real-time data integration across organisations, with each partner keeping ownership of its records
→ Cognitive digital twins, built on that data, that model production lines and whole value chains
The deployment starts in aerospace and electronics, as the initiative moves the sector towards Manufacturing as a Service, where production capability can be offered and found across company boundaries.
Trust the source.
👉 origintrail.io/solutions/ind…
OriginTrail retweeted
AI agents are landing on more devices and trading accounts than ever. That power is useful, but it expands the attack surface.
#Blackbox on Hermes closes the gap. One install gives every agent shared, verifiable threat intel on @origin_trail. Prompt injection, compromised packages, secret leaks, dangerous commands — checked before they run.
Open source. Free. Runs locally.
AI agents are starting to be deployed on users' devices more frequently than ever before. I've even seen a number of active traders start turning towards these agents in order to analyze markets, execute trading strategies and even actively manage their own live trading ports.
However, deploying autonomous AI agents that have access to your systems, networks and your actual trading accounts comes with significant security risk as well. @Teknium and @NousResearch have built a powerful foundation with Hermes (a free, open source AI agent), and now @umanitek is adding a critical layer: Blackbox.
One install of the Blackbox plug-in (which is now live) gives Hermes agents access to shared threat intelligence and real-time protection against malicious commands, compromised packages, prompt injection, and more.
If you are actively using an AI agent on one of your systems right now, adequate security is non-negotiable.
Agentic trading is pretty new at the moment, but if it is ever going to scale it will need agents that are not just smarter, but safer as well.
Blackbox provides that safety net to AI agents, and it runs on the @origin_trail DKG.
OriginTrail retweeted
Introducing Trader Shield 🛡️ Demoed yesterday, and it just got a big upgrade.
Your #AI Trading Agent keeps trading while your @NousResearch Hermes Agent uses #Blackbox to keep agents away from your wallets, seed phrases and exchange keys!
Test the new features, tell us what breaks 👇
github.com/umanitek/agent-bl…
Manufacturing, on TRAC(k).
Europe's aerospace and defence industry turned over €325.7 billion in 2024 and employs 1.1 million people. Its value chains run through thousands of suppliers, and when one goes down, the whole network has to adapt with whatever information it can trust.
DMaaST initiative brought together partners in 10 countries, building a Smart Manufacturing Platform to make that adaptation faster. Its foundation is a data layer on Decentralized Knowledge Graph (DKG):
→ Product, process, facility and expertise data captured as Knowledge Assets
→ Real-time data integration across organisations, with each partner keeping ownership of its records
→ Cognitive digital twins, built on that data, that model production lines and whole value chains
The deployment starts in aerospace and electronics, as the initiative moves the sector towards Manufacturing as a Service, where production capability can be offered and found across company boundaries.
Trust the source.
👉 origintrail.io/solutions/ind…
OriginTrail retweeted
AI agents are starting to be deployed on users' devices more frequently than ever before. I've even seen a number of active traders start turning towards these agents in order to analyze markets, execute trading strategies and even actively manage their own live trading ports.
However, deploying autonomous AI agents that have access to your systems, networks and your actual trading accounts comes with significant security risk as well. @Teknium and @NousResearch have built a powerful foundation with Hermes (a free, open source AI agent), and now @umanitek is adding a critical layer: Blackbox.
One install of the Blackbox plug-in (which is now live) gives Hermes agents access to shared threat intelligence and real-time protection against malicious commands, compromised packages, prompt injection, and more.
If you are actively using an AI agent on one of your systems right now, adequate security is non-negotiable.
Agentic trading is pretty new at the moment, but if it is ever going to scale it will need agents that are not just smarter, but safer as well.
Blackbox provides that safety net to AI agents, and it runs on the @origin_trail DKG.
We always keep our promises @Teknium, Agent #Blackbox just joined the #Hermes army 🪽
Our threat plugin is submitted to @NousResearch's Hermes Agent plugin catalog. Can't wait to see it added: every Hermes agent, one install from protection.
Threat intel on @origin_trail's #DKG.
github.com/NousResearch/herm…
OriginTrail retweeted
Crypto suffers roughly $270 million in security losses every month in 2026. Imagine what happens when autonomous AI agents control more capital.
@umanitek Blackbox powered by @origin_trail is a no-brainer for any company or trader 🛡️
Open source.
Guardian Agent Blackbox: Keep your AI agents safe from being tricked or compromised xitter.cf/i/broadcasts/1OxwbnMvq…
Safe AI trading, on TRAC(k). ✈️
70% of surveyed crypto traders are ready to let AI manage their portfolios autonomously.
That's a lot of capital about to go on autopilot.
AI agents can be hijacked through malicious inputs, compromised packages, and prompt injection.
In aviation, black boxes help explain what went wrong after a crash.
In agentic trading, @umanitek's Blackbox aims to prevent the crash in the first place.
Powered by @origin_trail's Decentralized Knowledge Graph (DKG), Blackbox enables shared, verifiable threat intelligence, helping AI agents detect threats and act before things go south.
Because when AI is the pilot and your money is the passenger, security better be first class.
Trust the source.
We always keep our promises @Teknium, Agent #Blackbox just joined the #Hermes army 🪽
Our threat plugin is submitted to @NousResearch's Hermes Agent plugin catalog. Can't wait to see it added: every Hermes agent, one install from protection.
Threat intel on @origin_trail's #DKG.
github.com/NousResearch/herm…
Protect your capital with @umanitek Blackbox. @TriniZone and @TomazOT on how to get it going:
xitter.cf/umanitek/status/211074…
Guardian Agent Blackbox: Keep your AI agents safe from being tricked or compromised xitter.cf/i/broadcasts/1OxwbnMvq…
OriginTrail retweeted
Guardian Agent Blackbox: Keep your AI agents safe from being tricked or compromised xitter.cf/i/broadcasts/1OxwbnMvq…
OriginTrail retweeted
We always keep our promises @Teknium, Agent #Blackbox just joined the #Hermes army 🪽
Our threat plugin is submitted to @NousResearch's Hermes Agent plugin catalog. Can't wait to see it added: every Hermes agent, one install from protection.
Threat intel on @origin_trail's #DKG.
github.com/NousResearch/herm…
OriginTrail retweeted
We gave #AI agents hands before we gave them an immune system. They run commands, install packages, open files, all on trust.
Agent #Blackbox is the check between intent and action, built on @origin_trail: github.com/umanitek/agent-bl…
OriginTrail retweeted
Not so mysterious once you look under the hood 👀
Thanks for the shoutout @Teknium!
#Blackbox on Hermes watches every prompt, tool call, shell command, file access and package install, then checks them against verified threat intel on @origin_trail DKG.
Prompt injection, dangerous commands, secret leaks — flagged or blocked before they run!
Open source and free!
OriginTrail retweeted
Agents need threat intel they can actually verify, not just another feed.
Blackbox feeding Hermes Agent from the OriginTrail DKG is the loop: safety updates keep landing, and the knowledge stays checkable.
$TRAC @umanitek
AI safety, on TRAC(k).
Blackbox, the @umanitek threat plugin, is up to date with @NousResearch's Hermes Agent v0.21.7.
Agents get threat intelligence from the OriginTrail Decentralized Knowledge Graph, and new features land every day.
Trust the source.
👇
OriginTrail retweeted
Buildings use around 40% of the energy consumed in the EU, and most stock is from before 2000. You cannot renovate what you cannot prove is in the walls. Inspection and renovation trails on @origin_trail are the boring layer that makes that usable. $TRAC
Construction and buildings, on TRAC(k).
Buildings use around 40% of the energy consumed in the EU, and 85% of them were built before 2000. Every inspection and renovation decision depends on knowing what is actually in a building.
13 October is the International Day for Disaster Risk Reduction. Reliable building records are part of that work, long before any emergency.
The @BUILDCHAIN_HE project builds this through the EU Digital Building Logbook on Decentralized Knowledge Graph (DKG):
→ A tamper-proof, decentralized record that follows a building through its lifecycle
→ Access for architects, contractors, owners and regulators
→ Verifiable data for safety, energy efficiency and maintenance decisions
A building outlasts the people who designed, built and renovated it. When its record carries its source and proof that it hasn't been changed, the next architect, owner or inspector can build on what is known instead of starting from scratch, and decisions about safety and energy stay on track for decades.
Trust the source.
👉 origintrail.io/solutions/con…
OriginTrail retweeted
Very, very cool to see @umanitek's Blackbox becoming a part of @NousResearch Hermes' plugins catalog!
Powered by @origin_trail, Blackbox keeps your agents safe based on verified and community-driven threat intelligence - go ahead and take it for a spin:
github.com/umanitek/agent-bl…
