George (@george_bliz) 's Twitter Profile
George

@george_bliz

ID: 1710165541359427584

calendar_today06-10-2023 05:30:38

4,4K Tweet

750 Followers

279 Following

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Good morning kings and queens 👑 AI doesn’t need more scraped data. It needs coverage, freshness, and human judgment baked into the pipeline $PERC Perceptron Network is building a decentralized data network where contributors earn, enterprises get live signal, and models stop

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Good morning legends ☕️ Static datasets are a dead end. Real-world AI needs continuous input, fast feedback, and humans in the loop. Perceptron Network is designing data infrastructure that evolves with the model — not after it breaks. $PERC treats data as a living network —

Good morning legends ☕️

Static datasets are a dead end.
Real-world AI needs continuous input, fast feedback, and humans in the loop.

<a href="/PerceptronNTWK/">Perceptron Network</a> is designing data infrastructure that evolves with the model — not after it breaks.

$PERC treats data as a living network —
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Good morning legends ☕️ AI performance degrades quietly. Data drifts, edge cases pile up, and feedback loops break. Perceptron Network is building for that reality — live data collection, human verification, and incentives aligned at the network level. That’s how AI stays sharp

Good morning legends ☕️ 

AI performance degrades quietly.
Data drifts, edge cases pile up, and feedback loops break.

<a href="/PerceptronNTWK/">Perceptron Network</a> is building for that reality — live data collection, human verification, and incentives aligned at the network level.

That’s how AI stays sharp
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Good morning legends ☕️ Every AI model is only as good as the signal behind it. When data is static, expensive, and months behind reality, performance becomes an illusion. Perceptron Network is building a living data network — contributors aligned by incentives, enterprises

Good morning legends ☕️ 

Every AI model is only as good as the signal behind it.

When data is static, expensive, and months behind reality, performance becomes an illusion.

<a href="/PerceptronNTWK/">Perceptron Network</a> is building a living data network — contributors aligned by incentives, enterprises
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Good morning legends ☕️ Most teams chase smarter models. Few fix the real bottleneck: data that’s outdated the moment it’s labeled. Perceptron Network is architecting a system where data stays fresh, verified, and economically aligned with the people who produce it. That’s the

Good morning legends ☕️ 

Most teams chase smarter models.
Few fix the real bottleneck: data that’s outdated the moment it’s labeled.

<a href="/PerceptronNTWK/">Perceptron Network</a> is architecting a system where data stays fresh, verified, and economically aligned with the people who produce it.

That’s the
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Good morning Legends ☕️ Kova pushes a smarter approach — infrastructure that matches demand in real time so resources are used, not wasted. Kova fixes this at the root: → Per-second billing — stop paying for idle time → Fractional GPUs — 3-7 jobs per chip instead of

Good morning Legends ☕️ 

<a href="/KovaNetwork/">Kova</a> pushes a smarter approach — infrastructure that matches demand in real time so resources are used, not wasted.

Kova fixes this at the root:
→ Per-second billing — stop paying for idle time 
→ Fractional GPUs — 3-7 jobs per chip instead of
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Epoch 3 is live and it’s another $50K in $PERC up for grabs! Perceptron Network is building a decentralized AI data mesh where people contribute unused bandwidth + real-world signals to power smarter systems and earn rewards. This decentralized AI data network, where people

Epoch 3 is live and it’s another $50K in $PERC up for grabs!

<a href="/PerceptronNTWK/">Perceptron Network</a> is building a decentralized AI data mesh where people contribute unused bandwidth + real-world signals to power smarter systems and earn rewards.

This decentralized AI data network, where people
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Good night legends 😴 AI’s biggest bottleneck isn’t compute anymore. it’s data economics. Perceptron Network flips the equation by turning unused bandwidth, distributed signals, and real-world inputs into a live decentralized data layer. Instead of buying expensive static

Good night legends 😴 

AI’s biggest bottleneck isn’t compute anymore. it’s data economics.

<a href="/PerceptronNTWK/">Perceptron Network</a> flips the equation by turning unused bandwidth, distributed signals, and real-world inputs into a live decentralized data layer. Instead of buying expensive static
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Good morning CT ☕️ $PERC | Perceptron Network × Fasset AI doesn’t evolve from passive clicks or endless scrolling. It advances when genuine human input is collected, validated, and rewarded. Perceptron Network is building a decentralized AI data network where contributors don’t

Good morning CT ☕️ 

$PERC | <a href="/PerceptronNTWK/">Perceptron Network</a> × <a href="/fasset/">Fasset</a>

AI doesn’t evolve from passive clicks or endless scrolling.
It advances when genuine human input is collected, validated, and rewarded.

<a href="/PerceptronNTWK/">Perceptron Network</a> is building a decentralized AI data network where contributors don’t
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Good Afternoon legends Download once, earn continuously Perceptron Network turns everyday interactions into measurable value through its AI-powered Data Mesh By participating as a node, users help fuel a multi-hundred-billion-dollar AI industry and receive real rewards in return

Good Afternoon legends

Download once, earn continuously

<a href="/PerceptronNTWK/">Perceptron Network</a> turns everyday interactions into measurable value through its AI-powered Data Mesh

By participating as a node, users help fuel a multi-hundred-billion-dollar AI industry and receive real rewards in return
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Open intelligence only works when it’s genuinely open not developed behind closed doors or steered by a handful of gatekeepers. That’s where Perceptron Network comes in When anyone can contribute, validate, and refine the system, intelligence evolves exponentially. That’s how we

Open intelligence only works when it’s genuinely open not developed behind closed doors or steered by a handful of gatekeepers.

That’s where <a href="/PerceptronNTWK/">Perceptron Network</a> comes in 

When anyone can contribute, validate, and refine the system, intelligence evolves exponentially. That’s how we
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Good morning Legends ☕️ Climbing the social ranking of AI isn’t about hype, it’s about proof Perceptron Network is pushing a model where value is earned by being useful, verified by the network, and visible to everyone No black boxes, no hidden gatekeepers, just measurable

Good morning Legends ☕️ 

Climbing the social ranking of AI isn’t about hype, it’s about proof

<a href="/PerceptronNTWK/">Perceptron Network</a> is pushing a model where value is earned by being useful, verified by the network, and visible to everyone

 No black boxes, no hidden gatekeepers, just measurable
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The deeper I dive into AI systems, the more obvious it becomes that better models rarely fix broken products. Data does 🤷‍♂️ Perceptron Network focuses exactly where the opportunity is: feeding models continuous, real world signals instead of working with architectures trained on

The deeper I dive into AI systems, the more obvious it becomes that better models rarely fix broken products.

Data does 🤷‍♂️

<a href="/PerceptronNTWK/">Perceptron Network</a>  focuses exactly where the opportunity is: feeding models continuous, real world signals instead of working with architectures trained on
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Good morning legends ☕️ Better data is still the toughest challenge in building real AI. Models keep getting faster. Compute keeps getting cheaper. But messy, biased, low-quality data silently drags performance down. That’s exactly what Perceptron Network is tackling —

Good morning legends ☕️ 

Better data is still the toughest challenge in building real AI.

Models keep getting faster. Compute keeps getting cheaper.
But messy, biased, low-quality data silently drags performance down.

That’s exactly what <a href="/PerceptronNTWK/">Perceptron Network</a> is tackling —
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Community-powered networks are redefining how data gets produced and delivered. Perceptron Network and Fasset shows why this model outperforms traditional suppliers: instead of relying on expensive, slow, centralized vendors, its decentralized AI data layer taps a global network

Community-powered networks are redefining how data gets produced and delivered.

<a href="/PerceptronNTWK/">Perceptron Network</a> and <a href="/fasset/">Fasset</a> shows why this model outperforms traditional suppliers: instead of relying on expensive, slow, centralized vendors, its decentralized AI data layer taps a global network
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Good morning legends😎 Rising in the AI hierarchy isn’t driven by hype, it’s built on proof. Perceptron Network runs on a model where value comes from real utility, is verified by the network itself, and is visible to everyone. No black boxes. No hidden gatekeepers. Just

Good morning legends😎

Rising in the AI hierarchy isn’t driven by hype, it’s built on proof.  

<a href="/PerceptronNTWK/">Perceptron Network</a> runs on a model where value comes from real utility, is verified by the network itself, and is visible to everyone.  

No black boxes. No hidden gatekeepers. Just