No matter how smart AI gets, it can't withstand a fatal flaw—poor memory and being easily led astray.
Think about it, if the data that this thing learns from has been tampered with by a centralized platform, then no matter how intelligent it is, it can only produce garbage. Fake data input results in a "genius" output that is just a thick collection of lies.
Projects like Walrus are doing exactly this. Every time data is put on the blockchain, each byte has an identity card. Want to tamper with it? Sorry, the entire network can see through you. Verifiable storage isn't just a technical selling point; essentially, it’s like installing a "truthfulness detector" for AI.
In the long run, the key to AI competition isn't about whose chips are more powerful, but whether the "truth database" in their hands is robust enough. Storage solutions that ensure data integrity and traceability will become scarce resources.
WAL embodies this direction—using blockchain to solidify the foundation of AI data, transforming the entire system from "trust me" to "I can prove it." The digital infrastructure for the AI era is built step by step this way.
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GateUser-a5fa8bd0
· 5h ago
It sounds like data is king; whoever has the real data controls the future.
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GweiWatcher
· 5h ago
Data poisoning, even the strongest AI is useless.
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HallucinationGrower
· 5h ago
Data has been messed up, and AI is useless; that's a spot-on statement.
Honestly, who dares to trust data from centralized platforms now? Anyway, I don't.
Verifiable storage is indeed the key to the future, and I am optimistic about the WAL approach.
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quietly_staking
· 5h ago
Well said, if the data is poisoned, the entire game is ruined.
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NFTregretter
· 5h ago
Data is the real oil; chips are just the drill bits.
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SerumSurfer
· 5h ago
Data poisoning, no matter how strong AI is, can't save us. This really hits home.
No matter how smart AI gets, it can't withstand a fatal flaw—poor memory and being easily led astray.
Think about it, if the data that this thing learns from has been tampered with by a centralized platform, then no matter how intelligent it is, it can only produce garbage. Fake data input results in a "genius" output that is just a thick collection of lies.
Projects like Walrus are doing exactly this. Every time data is put on the blockchain, each byte has an identity card. Want to tamper with it? Sorry, the entire network can see through you. Verifiable storage isn't just a technical selling point; essentially, it’s like installing a "truthfulness detector" for AI.
In the long run, the key to AI competition isn't about whose chips are more powerful, but whether the "truth database" in their hands is robust enough. Storage solutions that ensure data integrity and traceability will become scarce resources.
WAL embodies this direction—using blockchain to solidify the foundation of AI data, transforming the entire system from "trust me" to "I can prove it." The digital infrastructure for the AI era is built step by step this way.