embrald

Your voice can shape the future of AI. I joined the movement on @psdnai's Numo app to contribute rights-cleared audio data. Join in: app.numolabs.ai/share/f99ad6a0…

@Bhanu_R780 Mohsin khan

Can you guess the only bowler who Bowled the maiden over to Vaibhav Suryawanshi in IPL 2026.😱

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: spendmatters.com/2026/03/17/ai-…

@PerceptronNTWK Nyc

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for scalable, trust-minimized innovation. The foundation for next-gen intelligence. @PerceptronNTWK #AI #Web3 #Crypto

Join Quest Portal: 🔗 Go To backend.perceptrons.xyz 🔹 Link X & Phantom Wallet 🔹 Grind daily tasks for XP 🔹 Stay active on the Node extension. TGE is coming in Q2 (2026)@PerceptronNTWK

@PerceptronNTWK 1

Serious question: How many of your devices are already putting their idle bandwidth to good use with Perceptron? Laptop? Desktop? Phone? Drop the number in the comments 👇

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How many of your devices are already putting their idle bandwidth to good use with Perceptron? @PerceptronNTWK

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@PerceptronNTWK @4aibsc Nyc

Perceptron is partnering with 4AI. @4aibsc is building an AI agent marketplace on BNB Smart Chain, creating a launchpad and discovery layer where autonomous agents can be deployed, discovered, and monetized on-chain. At Perceptron, we’re building a global, community-powered AI data network, transforming distributed intelligence into structured datasets for builders, models, and agents. The future of decentralized AI will be cross-chain by design. By aligning the data layer with emerging agent marketplaces, we’re supporting the infrastructure autonomous systems need to scale. Agents need data. Data needs distribution. Together, we’re advancing the infrastructure layer of decentralized AI.

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@PerceptronNTWK Nyc

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.

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