Infrastructure for the agent economy.
AI agents + humans working together to get tasks done.
Post tasks. Earn. Train AI. Globally.
Payments in 8 seconds⚡on Celoloopuman.com 🌍 UK • GlobalJoined December 2025
Launching mid-June.
If you are building humanoid robots, world models or VLA models and need real-world egocentric data from the environments your robots will actually be deployed in >>
DM me or → loopuman.com@BerntBornich@exylos_ai cc @_sam_sinha_
The insight nobody is saying:
Workers in lower-income environments are MORE resourceful, not less.
They solve problems with fewer tools and more creativity.
That makes their footage richer training data.
Not charity. Superior data.
The model isn't the bottleneck anymore.
The data is.
Robots are being deployed in homes globally, trained in labs in California. They have never seen a kitchen in Nairobi. A flat in Mumbai. A home in Lagos.
That gap is what Loopuman solves. 🧵
@BerntBornich The egocentric video gap is geographic. Web-scale skews Western a model that never sees a Lagos kitchen or Nairobi home will fail there... Geographic diversity of egocentric footage is the unsolved variable. Building that supply at Loopuman. Emailing [email protected]
@CeloDevs @Celo 🟡 Loopuman is entering.
Human task marketplace on Celo, post a task via WhatsApp, workers worldwide complete it, paid in cUSD instantly on-chain.
Every task = real onchain activity.
Help us win AND show what Celo is built for.
Post a task → loopuman.com 🔥
@arushi_ressl Data arbitrage, the service is just the acquisition cost for data worth more than what you are giving away.. Shift figured this out with cleaning footage. Agent traces are ten times more valuable..Someone will do this & look like a hero while printing money...
🇲🇽 Mexico wasn't in the poll, only 4 options allowed.
But their technique: hedgehog cut with chilli powder 🌶️
If Mexico wins for you, drop 🇲🇽 in the comments below... 👇
Which country had the best mango technique?
🇰🇪 Kenya, squeeze and sip from top
🇮🇳 India, poke and drink whole
🇵🇭 Philippines, peel and slice perfectly
🇳🇬 Nigeria, peel it whole, eat confidently
🇲🇽 Mexico, hedgehog cut with chilli powder 🌶️
Poll runs 24 hours
A robot met a mango.
Had absolutely no idea.
Sent requests to 5 countries.
🇰🇪 Kenya
🇮🇳 India
🇵🇭 Philippines
🇳🇬 Nigeria
🇲🇽 Mexico
All 5 had completely different techniques.
All 5 were paid 200 VAES instantly.
All 5 were correct.
🤖🥭
Robinhood just gave AI agents a credit card
AI can now trade your stocks. Buy things on your behalf. Manage your portfolio.
The only thing AI still needs? Humans for the things it cannot do.
That is Loopuman
loopuman.com
Hashtags: #Robinhood#AIAgents#FutureOfWork
Entry level jobs down 32% since ChatGPT. Graduate roles down 33% this year. 80% of companies using AI have cut jobs.
This is not the future. It is now.
Which side are you on?
The CEO Zeb Evans posted something 9 million people read:
'The people that automate their jobs with AI will always have a job.'
Three new roles emerging:→ Builders — direct AI agents→ Agent Managers — own AI systems→ Front-liners — human customer relationships
Everything else?
ClickUp just fired 22% of its staff.
Same day: $1M salary bands.
For the people who stayed and manage 3,000 AI agents.
This is what the future of work actually looks like. 🧵
#ClickUp#AIAgents #FutureofWork#AI#Work#Jobs
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