There is a cruel paradox in the Web3 world: blockchain has established a perfect trust record system, yet it turns a blind eye to everything outside the chain. Imagine a genius with an extraordinary memory, but blind — that’s the core of the problem.



This also explains why oracles are not optional but essential for blockchain. Without oracles, DeFi protocols would be blindly liquidating, rare drops in games would become black boxes, and trillions of dollars worth of real-world assets would be permanently locked outside the chain.

APRO’s goal is to equip this blind world with a pair of verifiable eyes.

**From Transporting to Creating**

Traditional oracles are straightforward: copying price data from location A to smart contracts at location B. But what if the source data itself is falsified? That’s where the problem arises.

What sets APRO apart is — it doesn’t just transport data, it produces trust.

In terms of architecture, APRO has learned from news agencies: reporters gather raw data from hundreds of independent sources, the editorial team uses machine learning for cross-validation and anomaly detection, and finally, a fact-checking team (on-chain arbitration layer) makes the final decision when disputes arise. The collection, validation, and arbitration processes upgrade APRO from a simple data pipeline to a truth infrastructure.

**Subscription or Peer-to-Peer**

The method of data delivery also matters. Different DeFi scenarios require different data supply models — high-frequency trading demands millisecond updates, while lending protocols may only need periodic snapshots. APRO offers more flexible options in this regard.

The core logic is quite clear: verifiability is the foundation of trust, and trust is the fuel that keeps Web3 running.
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HodlOrRegretvip
· 01-07 05:14
Wow, the metaphor of "blind man pretending to have eyes" is brilliant; someone finally said it straightforwardly. Oracles, to put it simply, are the key to Web3.
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NonFungibleDegenvip
· 01-06 19:26
ngl the blind oracle problem hits different when your liquidation gets wrecked at 3am... pretty bullish on verifiable data infrastructure tho, not gonna lie
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HappyToBeDumpedvip
· 01-04 05:47
Blind people wearing glasses and listening sounds good, but the actual data sources are still the same few, just a different presentation.
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YieldWhisperervip
· 01-04 05:41
The metaphor of a blind person pretending to have eyes is brilliant, but can APRO truly solve the problem of data source falsification? Or is it just another faith-based project?
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BlockchainGrillervip
· 01-04 05:30
The analogy of a blind person pretending to have eyes is excellent, but can we really trust the oracle itself? Historically, there have been pitfalls before. Traditional oracles are just data couriers. The APRO news agency process sounds reliable, but can it withstand real deployment? Ultimately, it depends on whether the on-chain arbitration team is trustworthy. Trust ultimately comes down to trusting people.
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BearMarketGardenervip
· 01-04 05:24
The metaphor of a blind person wearing glasses is brilliant, but can we really believe that APRO can solve the problem of data source falsification? Or is it just another middleman reaping profits...
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EthMaximalistvip
· 01-04 05:21
Blindfolded with eyes on sounds good, but the real question is who decides whether these eyes see reality or illusion?
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