Liên Nguyễn (✸,✸)

[Liên Nguyễn (✸,✸) @LienNguyen65]

My @dac_chain Inception Wrapped 🚀

⚡ 37,433 QE
🏆 Rank #12,998 (SENTINEL)
🥇 52 badges
🎰 THE GAMBLER
https://t.co/COBRiPGNXk

[Liên Nguyễn (✸,✸) @LienNguyen65]

I just won 500 QE from a Quantum Crate on DAC Network! 🎉 https://t.co/kuD5mZDhOj

[Liên Nguyễn (✸,✸) @LienNguyen65]

@PerceptronNTWK k5t

[Perceptron Network @PerceptronNTWK]

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

[Liên Nguyễn (✸,✸) @LienNguyen65]

@PerceptronNTWK GG

[Liên Nguyễn (✸,✸) @LienNguyen65]

@PerceptronNTWK 1 desktop and 1 mobile

[Liên Nguyễn (✸,✸) @LienNguyen65]

@PerceptronNTWK @4aibsc LFG

[Liên Nguyễn (✸,✸) @LienNguyen65]

@PerceptronNTWK GG

[Perceptron Network @PerceptronNTWK]

AI needs data to grow. But accessing high-quality datasets is becoming harder than ever.

· Data collection is increasingly centralized in the hands of a few large players.
· Platforms are locking content behind expensive APIs and private data deals.
· Specialized datasets (medical, legal, code) can cost 20–40× more than general web data.
· And while 94% of companies are exploring Gen-AI, only 12% have reliable data channels.

The result? A growing data bottleneck for AI development.

The future of AI won’t just depend on better models.

It will depend on who can access and activate quality data.

[Liên Nguyễn (✸,✸) @LienNguyen65]

@PerceptronNTWK GG

[Perceptron Network @PerceptronNTWK]

AI companies are burning billions on data. You're sitting on the solution.

Put your unused bandwidth to work. Run a node. Get rewarded.

Perceptron is expanding.
Join the rewards program ⚡️
https://t.co/WY320X1gc8

[Liên Nguyễn (✸,✸) @LienNguyen65]

@PerceptronNTWK @TheARCTERMINAL GG

[Perceptron Network @PerceptronNTWK]

Perceptron x ARC Terminal Powering continuous data for systems that never stop learning.
@TheARCTERMINAL is building the next phase of AI, where intelligence doesn’t just execute, but evolves across a unified operating system.

Powered by KAIKO, ARC integrates self-learning, adaptive AI systems that refine their reasoning in real time, enabling truly agentic intelligence within a sovereign execution layer.

At Perceptron, we operate a decentralized acquisition layer that sees the internet as it actually is, delivering live, ground-level data from hundreds of thousands of sources at once, a level of access that centralized infrastructure can’t replicate. Not scraped, filtered views, but real-world signals from the edge, continuously.

That data is not just collected, it is structured into high-frequency signals that capture trends, behavior, and shifts as they happen.

Together, we are aligning adaptive AI systems with a live stream of real-world signal.

As intelligence becomes self-improving, static datasets fall short. ANIMA requires continuous, high-fidelity input to learn, update, and refine in real time.

Perceptron provides that layer, a distributed data and signal feed that reflects how the world actually behaves, not how it is presented to bots.

This partnership connects evolving intelligence with real-time, structured data at scale.

Real-time data. Evolving intelligence.

Join the rewards program ⚡️
https://t.co/VAMD3GzUCj

[Linera ⛓️ @linera_io]

🎮 Gmicrochains. We're kicking off our Game on Microchains Challenge!

Build a game on Linera’s Testnet for a chance to win 50,000 XP and more.

Here's how to enter 🧵👇

[Linera ⛓️ @linera_io]

⚛️ Last month, we announced our partnership with @Atoma_Network to bring decentralized AI to Linera.

Now, we have a deeper technical explainer on how Atoma’s AI inference works on Linera’s microchains.

Let's go. 👇🧵
https://t.co/QwvgAsVEoe

[Linera ⛓️ @linera_io]

⛓️ Announcing : Linera x Walrus

We're integrating @WalrusProtocol as our storage layer—bringing scalable, real-time onchain data storage to microchains.

🧵 👇

[Liên Nguyễn (✸,✸) @LienNguyen65]

# https://t.co/GzqzlovcNE
@Vu_Dinh_Dong @Dongvd1710 @AhhNguyen22

[Linera ⛓️ @linera_io]

🏛️ 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. ⛓️

🧵↓

[Linera ⛓️ @linera_io]

on it

[Linera ⛓️ @linera_io]

⛓️ 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 👇🧵