We’ve been saying it all along. But now more voices are aligning: AI needs, and always will need, a human touch.
A recent Spend Matters piece highlights how human judgment remains critical in AI-driven procurement. And it’s not just procurement, it’s true across every industry.
AI can process data.
But humans provide context, judgment, and validation.
The real gap isn’t just in human skills, it’s in how we train, evaluate, and guide AI systems.
That’s why infrastructure matters.
Ecosystems like Perceptron Network are built around continuous human input: validating data, scoring outputs, and improving models over time.
Because the future isn’t AI replacing humans.
It’s AI working with humans at scale.
🔗Source: https://t.co/pnK8Rk2hNb
Normally, data is sold once and that’s it…
At Perceptron, we store it in the Vault, where it’s cleaned, tagged, and ready to be licensed again and again.
One database = many clients = more value.
Drop a ⚫️ if you’re part of the build.
gmicrochains and gspice! We’re thrilled to share our latest partnership with @spicenet
Together we enable real-time composable execution: Linera microchains + Spicenet’s brokerage network for fast cross-chain performance
Full announcement: https://t.co/BQUqKXG8bf
More 🧵👇
🚨 Don’t be Late. Be Real-Time.
Introducing the Linera Buildathon, where developers build the next generation of instant, agentic, onchain apps powered by Linera’s microchains.
Yap early, yap only, yap often.
@KaitoAI is connecting AI, attention and capital with Yaps.
Just claimed my social card and I'm accumulating Yap points in real-time.
Claim yours 👉 https://t.co/oAXtP8AYtC
We’re allocating rewards to the TOP 50 yappers on the Acurast × Linera leaderboard.
Follow and post about @acurast + @linera_io , climb the Mindshare Leaderboard and earn your share of 1.25M Acurast MIST (make sure you are part of the Cloud Rebellion). Also, submit your post on Linera's testnet portal to earn additional Linera points.
Acurast and Linera bring secure edge compute together with scalable microchains, enabling Linera’s blockchain runtime to run directly on Acurast’s phone powered decentralized compute network.
We’ll scrape leaderboard posts + engagement to allocate rewards.
Get in early — TGE is coming.
gFort 🏰 The 3rd Pioneer Stone Quest is now live on @GalxeQuest, powered by @Galxe.
Prove you know the Fort.
Every right answer makes your stone stronger. 🪨
👉 Join here → https://t.co/SSbqMf4alY
#ProofOfFortification
gFort 🏰 The 2nd quest of the Pioneer Stone is live on @GalxeQuest .
Signal your alignment. Every echo makes the Fort stronger. 🪨
Join here → https://t.co/kMU3RtlgEu
#ProofOfFortification
🏛️ Introducing: Linera Testnet Archimedes
Today, we’re excited to launch the first phase of our testnet. This marks a major milestone in decentralizing the infrastructure of The Real-Time Blockchain. ⛓️
🧵↓
⛓️ Gmicrochains. It’s been a monumental year for Linera.
As we wrap up 2024, we’re taking a look back at the milestones, partnerships, and progress that brought us closer to our vision of The Real-Time Blockchain.
Let’s dive into our Year in Review 👇🧵