enem nexyai.io @enem_26 - Twitter Profile

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enem nexyai.io @enem_26

12 months ago

@nubilanetwork # bullish

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enem nexyai.io @enem_26

about 2 months ago

@PerceptronNTWK nice

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enem_26 retweeted

Perceptron Network

@PerceptronNTWK

about 2 months ago

Most data networks see the internet from a handful of servers. Perceptron sees it from 150+ countries - through real devices, run by real people. Human-in-the-loop signal intelligence. At global scale. #PerceptronNTWK #AI #DecentralizedAI #ATEOV

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enem nexyai.io @enem_26

2 months ago

@PerceptronNTWK great

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enem_26 retweeted

Perceptron Network

@PerceptronNTWK

2 months ago

https://t.co/SMcKb6ifi0

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enem nexyai.io @enem_26

2 months ago

@PerceptronNTWK when tge

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enem_26 retweeted

Perceptron Network

@PerceptronNTWK

2 months ago

▪️Add glue to pizza to help cheese stick better ▪️Eat 1 small rock per day to increase minerals in your body ▪️Mix bleach with vinegar for better cleaning results No, we are not crazy. These are just some examples of answers provided by AI chats. You see, quality and context REALLY do matter. And that’s something only humans can add. What’s the funniest wrong answer AI gave you yet? 💬

PerceptronNTWK's tweet photo. ▪️Add glue to pizza to help cheese stick better
▪️Eat 1 small rock per day to increase minerals in your body
▪️Mix bleach with vinegar for better cleaning results

No, we are not crazy. These are just some examples of answers provided by AI chats.

You see, quality and context REALLY do matter. And that’s something only humans can add.

What’s the funniest wrong answer AI gave you yet? 💬

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enem nexyai.io @enem_26

2 months ago

@simeonjuu11 @AroNetwork nice info

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enem_26 retweeted

Simeon

@simeonjuu11

2 months ago

Finishing the series explaining the topography of @AroNetwork, is the backbone of ARO: the blockchain. This is probably the most important yet complex layer of the network, so I’ll keep it simple. ARO’s blockchain (EVM-based) acts like a public record book. It keeps track of what’s really happening on the network. Things like how much work nodes do, how rewards are calculated and paid, how the $ARO token works, governance decisions, payments, orders and even geographic regions. Everything important is recorded on-chain. Now, ARO is built around geography. The network is split into regions so resources stay close to users. This means faster performance, better quality and lower costs. Because of this, ARO nodes are naturally localized. Before any node starts working, whether it’s an Edge Node or a Keeper Node, it must register its region on-chain and connect with other nodes in that same region. Even though ARO is geographically split, it’s still one global network. The overall state of the network is maintained by Keeper Nodes through consensus and all of this data is written to the blockchain. To keep things secure and trustless, ARO uses a hybrid verification system. Inside each region, Edge Nodes stay connected to multiple Keeper Nodes using long-running connections. These connections are rotated randomly using an on-chain function, which makes collusion very hard. Between regions, instead of heavy communication, ARO uses random challenges. Small data packets are sent across regions to check that Edge Nodes are actually providing real resources, not faking activity. Finally, all Keeper Nodes are fully connected to each other. This is what allows the network to maintain global consensus while still benefiting from regional efficiency. This Means Local performance, global security are all enforced by the blockchain.

simeonjuu11's tweet photo. Finishing the series explaining the topography of @AroNetwork, is the backbone of ARO: the blockchain.

This is probably the most important yet complex layer of the network, so I’ll keep it simple.

ARO’s blockchain (EVM-based) acts like a public record book. It keeps track of what’s really happening on the network.
Things like how much work nodes do, how rewards are calculated and paid, how the $ARO token works, governance decisions, payments, orders and even geographic regions. Everything important is recorded on-chain.

Now, ARO is built around geography.

The network is split into regions so resources stay close to users. This means faster performance, better quality and lower costs. Because of this, ARO nodes are naturally localized.

Before any node starts working, whether it’s an Edge Node or a Keeper Node, it must register its region on-chain and connect with other nodes in that same region.

Even though ARO is geographically split, it’s still one global network.

The overall state of the network is maintained by Keeper Nodes through consensus and all of this data is written to the blockchain.

To keep things secure and trustless, ARO uses a hybrid verification system.

Inside each region, Edge Nodes stay connected to multiple Keeper Nodes using long-running connections. These connections are rotated randomly using an on-chain function, which makes collusion very hard.

Between regions, instead of heavy communication, ARO uses random challenges. Small data packets are sent across regions to check that Edge Nodes are actually providing real resources, not faking activity.

Finally, all Keeper Nodes are fully connected to each other. This is what allows the network to maintain global consensus while still benefiting from regional efficiency.

This Means Local performance, global security are all enforced by the blockchain.

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enem nexyai.io @enem_26

6 months ago

@teneo_protocol Models aren’t the bottleneck anymore. Compute is scalable. What keeps breaking is access to real-time public information.

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enem_26 retweeted

Teneo Protocol

@teneo_protocol

6 months ago

Everyone is building Agents right now. Very few are talking about the layer they all depend on. Models aren’t the bottleneck anymore. Compute is scalable. What keeps breaking is access to real-time public information. Most agent systems still rely on privileged data feeds. That works until it doesn’t. Costs rise, access tightens, signals arrive late. Teneo Protocol is built around a different primitive. A permissionless network of Agents performing AIR tasks (Search, Structure, Deliver). Running in user environments and processing public content in real time. As demand for real-time intelligence grows, the winners won’t be the loudest agents, but the networks that make all agents smarter. One agent gives perspective. A coordinated network gives timing. That’s the layer we’re building.

teneo_protocol's tweet photo. Everyone is building Agents right now.
Very few are talking about the layer they all depend on.

Models aren’t the bottleneck anymore. Compute is scalable. What keeps breaking is access to real-time public information.

Most agent systems still rely on privileged data feeds.
That works until it doesn’t. Costs rise, access tightens, signals arrive late.

Teneo Protocol is built around a different primitive.

A permissionless network of Agents performing AIR tasks (Search, Structure, Deliver). Running in user environments and processing public content in real time.

As demand for real-time intelligence grows, the winners won’t be the loudest agents, but the networks that make all agents smarter.

One agent gives perspective. A coordinated network gives timing.

That’s the layer we’re building.

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enem nexyai.io @enem_26

7 months ago

Lets go... Don't be late to join @vana

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enem nexyai.io @enem_26

7 months ago

Let's go join and follow @vana

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enem nexyai.io @enem_26

8 months ago