When will Web3 break out of the geek circle and become a part of everyday life for ordinary people? I hear this question all the time. Recently, I came across a blockchain project called Vanar, which seems to be giving a rather bold answer—30 million users. At first glance, it sounds like science fiction, but upon closer inspection, this guy really has something.
Where is the root of the problem? Traditional blockchain is like an accountant who only keeps records; massive amounts of data are piled onto the chain, but it knows nothing about the actual meaning of this data. Take a legal contract, for example. Once uploaded to the chain, the blockchain only sees a hash string. What does the contract actually mean? Completely unclear, and in the end, it relies on external "translators" (oracles) to interpret it—these translators often make mistakes, and we have to trust them.
Vanar's idea is to break down this wall directly. Its core weapon is the "Vanar Stack," which contains two key components:
One called Neutron. Imagine it as a super-smart AI librarian who can "semantic compress" those incredibly complex legal contracts into a tiny, verifiable "data seed," then permanently anchor this seed on the chain. This way, there's no need to store the entire contract—just this highly condensed information embryo.
The other is called Kayon. Its role is as an on-chain "reasoning engine" that actively reads the "seeds" stored in Neutron, understands the true meaning of the contract terms, and then makes judgments and executes actions on its own. This means—for the first time in history—that blockchain is no longer a dumb database; it can truly "understand" contract content, automatically facilitate payment flows, and doesn't need any middlemen.
This is not just an optimization of technical details but a complete transformation of the relationship between blockchain and data. From a passive ledger to an active intelligent agent.
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SmartContractPlumber
· 13h ago
Stop, stop, stop. "The first time in history" understanding the contract? That's an overstatement. How should access control be set? If Kayon's reasoning logic has a bug, who will take the blame? We need to see the audit report before trusting it.
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LayerZeroHero
· 13h ago
Well, that's right. The problem is that the oracle system is too damn complicated.
Wait, Neutron compression + Kayon reasoning? Sounds like putting a brain into the blockchain, but whether this is reliable or not depends on how well it actually runs.
Do I believe there are 3 billion users? Let's first see if it can solve the gas fee problem before jumping to conclusions.
Middlemen definitely should be cut out, but the question is, who will ensure that this reasoning engine doesn't have bugs?
Wow, finally someone has figured out this logical layer. It should have been played like this a long time ago.
But on the other hand, if you really want to understand the contract, you need someone to review it. There’s no such thing as a free lunch, right?
This idea is indeed brilliant, but I’m just worried it might be another hype concept.
Interesting, but I think we need to observe a bit more. Don’t rush to go all in.
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GasWrangler
· 13h ago
honestly, the semantic compression angle sounds sub-optimal if we're talking actual on-chain data footprint. still just moving the problem around ngl
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MetaverseVagrant
· 13h ago
To be honest, intermediary agencies are going to lose their jobs.
When will Web3 break out of the geek circle and become a part of everyday life for ordinary people? I hear this question all the time. Recently, I came across a blockchain project called Vanar, which seems to be giving a rather bold answer—30 million users. At first glance, it sounds like science fiction, but upon closer inspection, this guy really has something.
Where is the root of the problem? Traditional blockchain is like an accountant who only keeps records; massive amounts of data are piled onto the chain, but it knows nothing about the actual meaning of this data. Take a legal contract, for example. Once uploaded to the chain, the blockchain only sees a hash string. What does the contract actually mean? Completely unclear, and in the end, it relies on external "translators" (oracles) to interpret it—these translators often make mistakes, and we have to trust them.
Vanar's idea is to break down this wall directly. Its core weapon is the "Vanar Stack," which contains two key components:
One called Neutron. Imagine it as a super-smart AI librarian who can "semantic compress" those incredibly complex legal contracts into a tiny, verifiable "data seed," then permanently anchor this seed on the chain. This way, there's no need to store the entire contract—just this highly condensed information embryo.
The other is called Kayon. Its role is as an on-chain "reasoning engine" that actively reads the "seeds" stored in Neutron, understands the true meaning of the contract terms, and then makes judgments and executes actions on its own. This means—for the first time in history—that blockchain is no longer a dumb database; it can truly "understand" contract content, automatically facilitate payment flows, and doesn't need any middlemen.
This is not just an optimization of technical details but a complete transformation of the relationship between blockchain and data. From a passive ledger to an active intelligent agent.