LuKu_$trac retweeted
📰 @Umanitek chairman and co-founder @ChrisRynning sat down with @Forbes Paraguay to talk about what he calls our generation's Oppenheimer moment. The full podcast episode is coming soon.
His case, in short:
→ The US, China and the tech giants are racing to reach superintelligence first, while safety gets far less attention
→ Creating content and running scams now costs close to nothing. In Paraguay, fake accounts posing as politicians and public figures are already a real problem
→ People can no longer tell real from generated by eye, so it takes machines to fight machines
Those machines need a source they can check.
Umanitek's tools run on Decentralized Knowledge Graph (DKG). Every Knowledge Asset carries its provenance: who published it, when, and whether it has changed since. Anyone, human or AI agent, can check a record before relying on it.
Trust the source.
Read the Forbes Paraguay article (in Spanish): forbes.com.py/today/el-momen…
LuKu_$trac retweeted
Nice part about a set date is anyone can check it on Nov 5. Rewards land, stakers see what their node actually earned, no guessing. And 73.8M TRAC sitting behind nodes says a lot of people plan to be around for it.
LuKu_$trac retweeted
Solid move. The 12 month lock gets the biggest multiplier on staking.origintrail.io, and the rewards come from publishing fees paid in TRAC flowing to nodes and stakers. Usage grows, the pot grows. Just pick a node with good uptime and a fair operator fee.
LuKu_$trac retweeted
Publishing is the demand side. Every one of those nodes pays $TRAC to put knowledge on the DKG, and @OriginTrailDev already showed query and inference can be metered in TRAC between nodes on Base too. More publishers than stakers just means usage is running ahead of the security set.
LuKu_$trac retweeted
"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.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 $TRAC fits in.
Read the full article on our newsroom 👇
umanitek.ai/newsroom/someone…
LuKu_$trac retweeted
Same idea is already running in Europe with AurorAI. 14 partners building an AI toolkit for the next outbreak, and the data backbone is the @origin_trail DKG. If a model tells a doctor something, the source should be one click away, not a black box.
LuKu_$trac retweeted
Medicine donations are a good example of this. @origin_trail shared that the WFH humanitarian aid program tracks factor therapy on the DKG, with Sanofi and Sobi donating 1 billion units between 2014 and 2024. When that record is checkable, nobody has to trust a spreadsheet to know where the product went.
LuKu_$trac retweeted
AI agents bucket is the one I'd watch. $TRAC isn't really an agent token, it's what agents sit on: a shared graph where what an agent knows has a source you can check. @origin_trail nodes are already prototyping metered graph queries and inference paid in TRAC, so the token is picking up a second job beyond publishing knowledge.
LuKu_$trac retweeted
Right, which is why the provenance record shouldn't live only inside the file. If who published what and when sits on a public graph like the @origin_trail DKG, a re-upload strips the metadata but the record is still there to check against.
LuKu_$trac retweeted
Umanitek is right to keep pushing this quote. Once AI can fake people at scale, you can't moderate your way out by hand.
What they've shown so far is practical. @CredibleCrypto had around 600 impersonator accounts taken down in a month, and each takedown carries an evidence trail on the @origin_trail DKG. Anyone can check why something got flagged instead of just trusting a platform.
That's real usage for $TRAC, not a whitepaper idea.
"Trust is the new gold. When we can no longer tell what's human from what's not, the web needs an immune system."
We're building that immune system on @origin_trail.
👉 - umanitek.ai
xitter.cf/umanitek/status/210778…
LuKu_$trac retweeted
Great discussion by @ChrisRynning and @Forbes, podcast to follow soon!
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…
LuKu_$trac retweeted
Chairman of @umanitek sat down with Forbes Paraguay on AI safety. Paraguay isn't random either, they already have a country manager there talking impersonation takedowns on national TV.
The part I like is it's not just talk. 600 fake @CredibleCrypto accounts taken down in a month, each with an evidence trail on @origin_trail. That's safety infra actually running.
$TRAC
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…