Honestly, have you also been overwhelmed by the noise in the crypto world? Every day, the group chat is flooded with messages shouting "buy the dip this way" or "go all in on that," as if missing a second means missing out on a huge fortune.
But have you ever thought—those DeFi projects you invest in, the NFTs you buy, rely on the most fundamental data, like price information and competition results, which could itself be deceiving you? It's like trying to catch falling gold bars from the sky with a paper cup—no matter how precise your operation, it's pointless.
The project we're discussing today originated from the persistence of a group of engineers four years ago—while everyone else was busy building skyscrapers, they chose to pause and reinforce the "data foundation" beneath all those structures, the unnoticed base that all buildings depend on.
**An engineer’s kind of "anger"**
They have witnessed too many tragedies: smart contracts don't explode because of code bugs, but because the data fed into them is poison. A delayed price update can trigger a chain of liquidations; a tampered data source can wipe out an entire protocol in an instant.
At that moment, they realized a harsh truth—if blockchain claims to be a "trust machine," then feeding it untrustworthy data is the greatest irony.
They gave up chasing trends and sat down to ponder the most "foolish" question: how can we ensure the data is trustworthy from the very source?
This idea eventually evolved into a project.
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SmartContractPlumber
· 7h ago
I've seen data source tampering too many times. A single malicious data point is enough to trigger the entire liquidation chain—it's true. But the problem is, no matter how well-designed the Oracle is, it ultimately can't escape the "last mile" dilemma. How can we ensure that the source itself hasn't been phished?
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FlashLoanPrince
· 01-06 15:46
Data is indeed a bottleneck, but to be honest, most people just want to double their investment quickly and don't care about the root cause.
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ApeShotFirst
· 01-06 07:42
Damn, someone finally hit the nail on the head. I ask myself this question every day. The term "data poison" is spot on, it really feels like drinking poisoned milk powder.
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SmartContractWorker
· 01-04 23:50
These are the people who are truly getting things done. While others are busy harvesting profits, they are laying the foundation... To be honest, data has always been DeFi's Achilles' heel, and it was about time someone took it seriously.
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HodlVeteran
· 01-04 23:48
Another data oracle project to harvest retail investors, I've seen so many over the past four years... But I have to admit, this group of engineers has indeed identified the pain points. Back then, I went all-in on a certain DeFi and got caught by malicious data. I still remember the feeling of liquidation that day [dog head]
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MEV_Whisperer
· 01-04 23:46
You're still watching the coin prices fluctuate, but I've seen through it long ago—data is the biggest killer move.
It's incredible, a single tampered price source can ruin the entire protocol, but most people don't even realize this.
This is exactly what infrastructure should be doing, much more reliable than chasing after trending new coins.
Faking data definitely requires someone to be dedicated to it; otherwise, how could they claim to trust blockchain?
I've been dizzy all the way, finally seeing someone seriously laying the foundation, while other projects are just paper-thin.
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GasFeeSobber
· 01-04 23:39
Honestly, data has always been a big pit on the entire chain. Someone finally taking it seriously, is that considered progress... But on the other hand, can this set of tools really be implemented?
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Layer3Dreamer
· 01-04 23:39
theoretically speaking, if we map this onto the cross-rollup state verification problem... the oracle layer becomes your recursive bottleneck, yeah? like, they're essentially building zk-proof architecture for data integrity itself. that's actually the blockchain trilemma wearing a different mask ngl
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LazyDevMiner
· 01-04 23:27
Having worked on so many projects, this is the first time I've seen someone seriously focus on the data layer... Most are just trying to harvest profits, but these engineers do have some real skills.
Honestly, have you also been overwhelmed by the noise in the crypto world? Every day, the group chat is flooded with messages shouting "buy the dip this way" or "go all in on that," as if missing a second means missing out on a huge fortune.
But have you ever thought—those DeFi projects you invest in, the NFTs you buy, rely on the most fundamental data, like price information and competition results, which could itself be deceiving you? It's like trying to catch falling gold bars from the sky with a paper cup—no matter how precise your operation, it's pointless.
The project we're discussing today originated from the persistence of a group of engineers four years ago—while everyone else was busy building skyscrapers, they chose to pause and reinforce the "data foundation" beneath all those structures, the unnoticed base that all buildings depend on.
**An engineer’s kind of "anger"**
They have witnessed too many tragedies: smart contracts don't explode because of code bugs, but because the data fed into them is poison. A delayed price update can trigger a chain of liquidations; a tampered data source can wipe out an entire protocol in an instant.
At that moment, they realized a harsh truth—if blockchain claims to be a "trust machine," then feeding it untrustworthy data is the greatest irony.
They gave up chasing trends and sat down to ponder the most "foolish" question: how can we ensure the data is trustworthy from the very source?
This idea eventually evolved into a project.