UMAR SHABBIR

Passionate about crypto || Testnet explorer || Web3 content creator

[UMAR SHABBIR @MinerByte]

@PerceptronNTWK love this

[Perceptron Network @PerceptronNTWK]

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.

[UMAR SHABBIR @MinerByte]

@PerceptronNTWK @CryptoCoinShow nice info

[Perceptron Network @PerceptronNTWK]

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 👇

[UMAR SHABBIR @MinerByte]

Decentralization is not automatically better.

Bad decentralized products still lose against useful centralized ones every day.

Real adoption starts with solving problems.

I respect @RallyOnChain because it prioritizes participation over empty decentralization slogans.

[UMAR SHABBIR @MinerByte]

Stablecoin payments will handle more purchases than altcoins by 2028.

I see merchants choosing speed, lower fees, and predictable value over speculation.

Real payment growth already points this direction.

@RallyOnChain should watch utility become crypto's biggest narrative.

[UMAR SHABBIR @MinerByte]

Everyone said say yes to every client.

I followed that advice because experience felt more important than boundaries.

Burnout arrived fast, and my best work suffered instead of improving.

@RallyOnChain reminds me that reputation grows through quality, not endless availability.

[UMAR SHABBIR @MinerByte]

Biggest red flag?

Someone who never admits being wrong, even when the evidence is obvious.

Growth starts with accountability.
Pride blocks progress every single time.

@RallyOnChain reminds me that a strong reputation comes from learning, not pretending to be perfect.

[UMAR SHABBIR @MinerByte]

@PerceptronNTWK good product

[Perceptron Network @PerceptronNTWK]

Here’s a slice of the network:
💻 79K+ active Chrome extension installs, and counting.
And that’s only on PC.

Perceptron runs on real devices, in real hands, across the globe.

That's the data layer AI needs.

[UMAR SHABBIR @MinerByte]

Just 500K+ points and i got $0.83 $USDC .

Better than many those who have millions of points.

[UMAR SHABBIR @MinerByte]

@umar1996shabbir @RallyOnChain small effort always compounds into meaningful results

[UMAR SHABBIR @MinerByte]

@umar1996shabbir @RallyOnChain Earn trust before seeking attention

[UMAR SHABBIR @MinerByte]

@umar1996shabbir @RallyOnChain learning through structured feedback loops

[UMAR @umar1996shabbir]

Educational content matters when it is in complete manners.

Before i used to write long-form posts but they didn't works.

I realized that small and concise content grab users attention.

That's where @RallyOnChain enters, providing transparent and trusted path for all creators.

[UMAR SHABBIR @MinerByte]

@msajaad20 @RallyOnChain this shows real difference between hype and value

[UMAR SHABBIR @MinerByte]

@umar1996shabbir @RallyOnChain that's what matters focus on quality than quantity

[UMAR SHABBIR @MinerByte]

@PerceptronNTWK AI is an asset for decentralized network

[Perceptron Network @PerceptronNTWK]

Perceptron isn’t just a single data product.
It’s an entire acquisition layer.

One network can support market signals, enterprise datasets, AI training inputs, and agent-ready intelligence.

That’s why distributed, decentralized access matters.

The network is the asset.

[UMAR SHABBIR @MinerByte]

@umar1996shabbir @RallyOnChain fairness is in top with genlayer