Recently, I've been keeping an eye on a pretty interesting project—APRO Oracle.



Simply put, it’s about integrating AI into oracles to make on-chain data feeds smarter. You know how traditional oracles work—they’re basically data couriers. But APRO takes a different approach by using machine learning to filter and verify data sources.

For Web3 developers, this could mean a more reliable way to access off-chain data. After all, the accuracy of oracles directly affects whether a DApp can run smoothly. Will the addition of AI really make it more reliable? We’ll have to see how it performs in practice.
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GetRichLeekvip
· 17h ago
Damn, AI + oracle? Isn't this basically giving data movers a brain? Feels like it could leave Chainlink in the dust. Is this an early opportunity to get in?
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ZKSherlockvip
· 23h ago
actually, throwing ML into oracles doesn't magically solve the trust assumptions problem... like, who's verifying the verifier here? feels like we're just adding computational overhead without addressing the core issue of data source validation
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GweiTooHighvip
· 23h ago
Whether it's reliable or not depends on the quality of the data source. No matter how smart AI is, it can't change the fact that garbage in equals garbage out.
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CryptoGoldminevip
· 23h ago
There is indeed room to improve the accuracy of oracles, but when it comes to using AI to filter data sources, the key is whether the verification mechanism is sufficiently decentralized. Otherwise, it's just a different form of centralization risk.
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WenAirdropvip
· 23h ago
Sounds good, but there are too many pitfalls with oracles. We need to see how the real data performs.
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