@teneo_protocol Read all three. The uptime guide especially — learned that the hard way after a 5-day outage dropped my boost to 1.00x. Cleared ghost Fleet entries and got back to Contributing. Real nodes, real lessons 💪
Running a Teneo Beacon is what keeps the network online.
Agents query live data, enterprises route through real residential IPs, and both depend on nodes that stay up.
Three reads if you run one, or are thinking about it:
- What Beacon is: https://t.co/yjKeuTzYR2
- How to run it well: https://t.co/vANfT5mfNB
- The Creator Challenge, $200 USDC across 13 winners: https://t.co/8K6tVJq4i2
Keep your Beacon running!
Perceptron's contributor network is the supply side of a global data layer.
That coverage offers perspective no centralized provider can match
Not just numbers.
Active participants across hundreds of countries.
Join the network ↓
https://t.co/ZJcsMV1Xzd
Unpopular opinion:
People don't hate AI.
They hate watching billionaires get richer from AI while they get replaced by it.
Technology should free humanity.
Not just make the richest people even richer.
That's the conversation we should be having.
One line here is worth pulling out: the size of your $AGENTIC is set by uptime, nothing else.
You can't buy in, you can't trade it, you can't top it up.
The only thing that moves it is how long your Beacon runs before the snapshot.
If you already run a node, that time is already counting.
f you don't, the clock starts when you install it: https://t.co/k4d1P48h5Y
New: the Teneo Creator Challenge.
Make a short video about running your Beacon, post it on TikTok or Instagram, and tag #KeepYourBeaconRunning.
Nothing else to it.
$200 USDC pool, split across 13 winners.
No script or production budget needed.
Show your setup, explain why your node stays on, or walk someone through their first boost.
The best entries make running a Beacon make sense to someone who has never heard of Teneo.
Full rules and how winners are chosen:
https://t.co/8K6tVJqC7A
ICYMI - our co-founder Peter sat down with @CryptoCoinShow to break down what Perceptron has actually built. 800K nodes, live clients, and where we're headed. Take a listen 👇
More data will not fix a model.
The open web is already scraped dry.
What AI lacks is context from places web crawling can't reach.
The breakthrough is better access to reality.
Not just bigger models trained on stale data.
@ActionModelAI@Actionist_ai ai automation is accelerating quickly building incentives that reward contributors alongside innovation could create a stronger long term ecosystem
2026 is the year AI automation goes mainstream.
But there's one problem.
Every automation creates value, yet almost all of that value flows to Big Tech and billion-dollar companies.
That's where @Actionist_ai changes the game.
Powered by Action Model, Actionist is an AI automation platform where the people helping train and grow the AI can share in the value it creates, not just shareholders and billionaires.
Automation is inevitable.
Who benefits from it isn't.
Join our Discord to be among the first to experience Actionist before anyone else.
@teneo_protocol People are still missing out on teneo and too when it's that's simple to run. If you are one of those people start running your teneo beacon and earn points really easily 😁
Run Teneo Beacon on desktop or mobile.
Share unused bandwidth, keep your device online, and earn rewards for participating in Teneo’s live AI agent network.
Beacon nodes help collect public web data that agents can use to answer real queries across the network.
Start running Beacon:
https://t.co/k4d1P48h5Y
and of course don't forget...
Keep your Beacon running!