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[Ouinex @Ouinex]

https://t.co/KajTPynVCe

[Perceptron Network @PerceptronNTWK]

Data freshness gets the headlines.
Data verification is the harder problem.

Anyone can collect a dataset.
Proving where it came from, who collected it, and whether it holds up takes a network, not a script.

That's the part most AI data pipelines skip.

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Post about us tagging @quipnetwork. Depending on the content quality and engagement quality, you will be receiving additional points & $QUIP rewards from the mindshare leaderboard.

[Vangrid @vangrid_io]

The Vangrid economy is now fully onchain.

Every capture verified. Every sale settled in USDC. Every payout onchain.

Live on @base.

The grid is inevitable.

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Unlocked free spins on the Wheel, and secured my spot on the waitlist.

Claiming early has exclusive benefits. Get your pass to receive up to 10K bonus on platform launch 💸

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[Vangrid @vangrid_io]

Vangrid × @teneo_protocol

Teneo grids the internet. Vangrid grids the physical world.

Teneo turns civilian devices into nodes feeding the agent economy: public, social, live data.

Vangrid turns civilian pockets into nodes capturing the physical world: 3D spatial ground truth for embodied AI.

Digital + Physical. Two decentralized networks. One backbone for autonomous agents.

First move: joint expeditions.

We point the swarm at the physical world.

The grid is inevitable.

[Vangrid @vangrid_io]

We aren't collecting raw video.

We synthesize multi-angle capture into dense point clouds and Gaussian splats.

Pure, structured geometry for enterprise perception stacks.

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[Vangrid @vangrid_io]

Code is the right action interface.
NVIDIA’s SpatialClaw = agents that write their own code, inspect results and adapt on the fly.

That’s the reasoning layer.

Vangrid builds the decentralized perception grid – the sensors and real-world data these agents need.

Reasoning + Perception.
The grid is inevitable.

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@PerceptronNTWK asdhashd

[Perceptron Network @PerceptronNTWK]

Many AI projects are still selling a concept.
Perceptron is already running a live network:

800K+ total nodes.
100K daily active nodes.
150+ countries.
10 TB average daily bandwidth.

This is what infrastructure in motion looks like at a global scale.

[Vangrid @vangrid_io]

NVIDIA called real-world data the bottleneck for Physical AI.

Vangrid is now in @nvidia Inception.

The grid is inevitable.

[Vangrid @vangrid_io]

Live from London.

While the corporate world optimizes HR software for temporary workers, we are activating a global perception grid.

You cannot map the physical world with employees.

You map it by turning billions of civilian pockets into edge nodes. 🌐

[Vangrid @vangrid_io]

Corporate fleets can't scale. Satellites can't see sidewalks.
The data wall breaks with 3 billion civilian pockets.
The node is live.
Web: https://t.co/LdL6j7s7IN
iOS/Android: incoming.

[Vangrid @vangrid_io]

Last human warehouse win.

Aime edges F.03 by 192 packages… with an injured forearm.

Humanoids already match us in logistics.

But no real-world spatial intelligence = just an expensive arm.

That’s why we’re building the decentralized perception grid.

Phones > edge nodes for sovereign agents.

No more sim gaps.

[Vangrid @vangrid_io]

Vangrid x bitsCrunch.

Raw physical data is useless without the architecture to process it.

We own the capture layer – billions of civilian sensors generating verified 3D geometry from the real world.

Capturing reality is one problem.
Structuring petabytes of spatial data and serving it as a real-time API to defense primes, World Model labs, and autonomous fleets is a different problem entirely.

Vangrid has licensed core components of @bitsCrunch 's data infrastructure stack:
Go-based APIs, Kafka streaming, ClickHouse analytics, self-managed RPC, ML inference services – battle-tested at enterprise scale, indexing on-chain data for years.

bitsCrunch continues to operate and expand its blockchain analytics business. This collaboration extends their proven infrastructure into a new vertical: real-world spatial intelligence.

Vangrid focuses on what only Vangrid can build – the sensor swarm, the edge ML, the on-chain verification.

The decentralized perception grid is inevitable. The infrastructure to serve it just got real.

[Vangrid @vangrid_io]

$100,000 Rewards Program is Live.

Vangrid is building the decentralized perception grid for sovereign defense and autonomous physical agents.

Get In Early: https://t.co/HDiRa8fgTY

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@PerceptronNTWK adjjadj