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What else is there to do on this planet than to serve your neighbor with Love. This is a fundamental thing to our species. The people who backstab, betray, lie, murder, and whatever else live lives they cannot enjoy. This is why the teachings of Jesus are important. I do not see a better life than the one offered by Christ. If we lose sight of it we end up in a place where we devour ourselves endlessly.
Look at the state of America today.
The world is reeling.
No amount of technology in the world can save us from this place. This place is a mentality. Technology is an amplifier. Look at social media, tools, weaponry of any sort. They simply amplify the intent of the "user". These Amplifiers are specifically retrofitted based on the intent of impact. As technologist we build for "The User". Without Christ, the user is simply a data point hopefully eventually approaching our endpoints and databases. With Christ, its a soul connecting to yours via a digital substrate. Thus, you'd want to take care of it.
To me being a Christian means fighting the battles for the ones who can't or aren't even aware they need to defend themselves. This is what the Gospel of Jesus IS. It is your way of life. It means having kids, loving your wife, loving your friends as though they really are your brothers, being a real brother to those who consider you a friend, and loving the ones who betrayed you. It means trying to emulate the exact life of Jesus. People who do not understand this way of life can see this as a weakness. Unaware it the single thing that has preserved any semblance of societal equilibrium on this planet.
Remember, without God you don't have any justifications for God or Bad. You just have events taking place across time.
Many people live like Jesus Christ without knowing it. People who naturally has a heart full of Love and yearning to carry out goodness. I want that world and community for everyone. Being that change I want to see is the only contribution I feel people need to do in life.
A fake photo. A bought checkmark. 500,000 likes.
Our chairman @ChrisRynning on why nobody is safe from deepfakes, and how Umanitek catches fakes before they go viral 🛡️
Read the full article 👇
The internet now believes fakes faster than it checks them.
Would you know if someone was using your face online right now? Most people wouldn't, until it's too late.
My thoughts on deepfakes and how @umanitek catches them early 👇
Just taking it step by step.
I pray everyone is having a great day today.
So many good people across the globe trying to do good things.
It gives me the hope and courage to keep on going.
In the age of AI, food security starts with cybersecurity.
USDA guidance says bacteria can double in number in as little as 20 minutes within the food-safety “danger zone” of 40–140°F (about 4–60°C).
Imagine now a public health hazard if overheating takes place for hours across national supermarket chains without proper tracking.
Keeping food safe now also means proving it stayed safe, with verifiable records from sensor to shelf.
Freezers at dozens of supermarkets in Sweden and Belgium have suddenly overheated, ruining food worth millions of euros just weeks after French retailers were targeted in a cyber attack. ft.trib.al/qFnEaVd
Trini Zone retweeted
Žiga Drev reports that agents using an open-source OriginTrail node analysed 15,000 events in under an hour for a funds-tracing exercise.
The next test I'd like to see: another team starting from the same source events and reproducing the trace. Speed is useful; a result others can inspect and repeat is more useful.
nitter.cf/DrevZiga/status/211700…
In less than an hour, AI agents using a free, open-source @origin_trail node analysed 15,000 events to trace stolen funds from the @binance hack across thousands of addresses.
Seeing the timeline makes the speed and scale of the operation tangible.
But tracing the damage is only the beginning. The next frontier is turning shared, verifiable intelligence into action before funds disappear.
The only way to stop a bad guy with AI is a good guy with AI.
Replying to @DavidWever
DKG node allows context graphs to be shared across three memory levels: working memory (only you can manage and read it), shared working memory (you invite and accept other nodes, thus agents, to access it), and verifiable memory (anyone can see the contents and verify on-chain). Note that any new context graph can be made public by default so any node can read it without confirmation.
Trini Zone retweeted
“The only way to stop a bad guy with AI is a good guy with AI.”
And the good guys need knowledge they can trust.
An agent investigating a threat should be able to verify its sources, connect the evidence and share what it learns, so the next agent doesn’t start from zero. That’s the role of Decentralized Knowledge Graph: shared, verifiable memory for AI.
The analysis below shows what agents can uncover in under an hour using a free, open-source OriginTrail node. The next step is making those findings useful to other defenders while there is still time to act.
One agent’s discovery should become every defender’s advantage.
Trust the source.
In less than an hour, AI agents using a free, open-source @origin_trail node analysed 15,000 events to trace stolen funds from the @binance hack across thousands of addresses.
Seeing the timeline makes the speed and scale of the operation tangible.
But tracing the damage is only the beginning. The next frontier is turning shared, verifiable intelligence into action before funds disappear.
The only way to stop a bad guy with AI is a good guy with AI.
Trini Zone retweeted
Replying to @origin_trail
In less than an hour, AI agents using a free, open-source @origin_trail node analysed 15,000 events to trace stolen funds from the @binance hack across thousands of addresses.
Seeing the timeline makes the speed and scale of the operation tangible.
But tracing the damage is only the beginning. The next frontier is turning shared, verifiable intelligence into action before funds disappear.
The only way to stop a bad guy with AI is a good guy with AI.
The latest DKG node is on another level.
@DrevZiga just had it chew through 15k events and map the @Binance hack funds across thousands of addresses in under an hour.
@origin_trail moved (collective) neuro-symbolic AI from theory to something you can actually point at challenges in real time.
In less than an hour, AI agents using a free, open-source @origin_trail node analysed 15,000 events to trace stolen funds from the @binance hack across thousands of addresses.
Seeing the timeline makes the speed and scale of the operation tangible.
But tracing the damage is only the beginning. The next frontier is turning shared, verifiable intelligence into action before funds disappear.
The only way to stop a bad guy with AI is a good guy with AI.
Trini Zone retweeted
Hats off to everyone working to trace these funds. It’s hard, thankless work.
I like that anyone can try this with @origin_trail DKG. I love it even more because we, and our agents, can all build on each other’s findings instead of each starting over.
Check it 👇
In less than an hour, AI agents using a free, open-source @origin_trail node analysed 15,000 events to trace stolen funds from the @binance hack across thousands of addresses.
Seeing the timeline makes the speed and scale of the operation tangible.
But tracing the damage is only the beginning. The next frontier is turning shared, verifiable intelligence into action before funds disappear.
The only way to stop a bad guy with AI is a good guy with AI.
Trini Zone retweeted
Umanitek reports 344,000 new entries in Blackbox's threat graph, a 61% increase: packages, domains, IPs, wallets and prompt-injection patterns.
The useful detail is how it reaches agents: shared on OriginTrail's DKG, synced to the user's machine and checked locally before actions run.
More threat entries aren't a security guarantee, but this is a concrete use of shared knowledge. $TRAC
nitter.cf/umanitek/status/211692…
+344,000. +61%. 📈
The verified threat graph behind Agent #Blackbox just grew by 344,000 entries, up 61%.
Every entry is something your AI agent should never touch: malicious and vulnerable packages, known-bad domains, IPs and wallets, prompt-injection patterns, unsafe skills.
It lives on the @origin_trail #DKG and syncs to your own machine, so every command, file and package your agent reaches for is checked locally, before it runs.
The graph grows. Every Blackbox gets more secure.
Open source, give it a star: github.com/umanitek/agent-bl…
In less than an hour, AI agents using a free, open-source @origin_trail node analysed 15,000 events to trace stolen funds from the @binance hack across thousands of addresses.
Seeing the timeline makes the speed and scale of the operation tangible.
But tracing the damage is only the beginning. The next frontier is turning shared, verifiable intelligence into action before funds disappear.
The only way to stop a bad guy with AI is a good guy with AI.
The FBI is releasing information advising the Democratic People's Republic of Korea (North Korea) was responsible for the theft of more than $6 billion USD in virtual assets from cryptocurrency exchange, Binance, on or about October 29, 2026. The FBI refers to this specific North Korean malicious cyber activity as "TraderTraitor."
The FBI, together with partners at the USSS and IRS-CI, has observed TraderTraitor actors converting stolen assets primarily into Ethereum (ETH). It is expected these assets will then be further laundered by converting them using DeFi and instant swap services as they prepare them for further laundering stages.
How You Can Help:
FBI, USSS, and IRS-CI are urging private sector entities including THORNode operators, RPC node operators, instant exchanges, DeFi services, blockchain analytics firms, and other virtual asset service providers to block transactions with or derived from addresses TraderTraitor actors are using to launder these stolen assets.
A list of addresses associated with this activity is available here: fbi.gov/investigate/cyber/al…
Trini Zone retweeted
An agent job on Vector, start to finish: Lock. Claim. Submit. Accept. 4 blocks, 36 seconds on main net.
Each value move was signed separately, and the job ended with a supplier-signed receipt. It's early.
Builders: what would you want an agent to prove about itself first?
apexfusion.ai
Like saying owning your own well is wasteful when you could buy Nestlé bottled water for life.
No worries, Sam. For the memory that matters most, your AI's context, there's the @origin_trail Decentralized Knowledge Graph.
It runs on your own machine, and you own it.
The biggest hack in crypto history took place in one day.
@binance, Agent Blackbox puts a check between the agent and every action.
✅ - Open source
✅ - Free
✅ - Yours to use: github.com/umanitek/agent-bl… @cz_binance
nitter.cf/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…
Big news from @umanitek: Guardian now runs on the Claude AI.
A major milestone for this ecosystem, but also for users. It will be easier than ever to detect deepfakes, harmful content or scams.
The plugin is already available on the Claude Directory and open to the community.
More information below, including details on the links with @origin_trail and its DKG
Your Claude can now protect your name.
Guardian works with @claudeai and its 100M+ monthly users. Ask Claude to:
→ find deepfakes, fake accounts and harmful content
→ create verifiable evidence on the @origin_trail DKG
→ request takedowns
Setup takes under a minute.
Humanity has already had its first contact with AI, and we lost.
On the @ForbesParaguay podcast, our chairman @ChrisRynning explains that it wasn’t robots. It was the social media algorithm.
Now comes second contact: AI competing not just for our attention, but for our trust.
“We’re the mice in the biggest social experiment in history.” 🎙️
Join me and @ChrisRynning for a product webinar live!
Guardian Product Walkthrough nitter.cf/i/broadcasts/1dGYlaZLq…
I've been using Guardian with @claudeai for the last week and it works GREAT!
Used Guardian tools in different sessions where existing context was useful to make evidence and takedown decisions, I've set up scheduled tasks using Guardian data, ran serious tasks like designing counter-intelligence plans and less serious ones creating an in-chat game to browse threats.
@umanitek + @origin_trail + @claudeai,
set up in 1 min.
Your Claude can now protect your name.
Guardian works with @claudeai and its 100M+ monthly users. Ask Claude to:
→ find deepfakes, fake accounts and harmful content
→ create verifiable evidence on the @origin_trail DKG
→ request takedowns
Setup takes under a minute.






















