The execution rules of smart contracts are fine, but the problem lies in their inability to see what happens off-chain. How can off-chain data be trusted? This is the core pain point that needs to be addressed.



One idea is to organize these messy off-chain pieces of information into clean, verifiable facts, so that smart contracts can truly be useful. Instead of promoting concepts, it's better to turn the data into infrastructure—reliable, transparent, and cross-chain reusable.

How does it work specifically? Rather than directly piling raw data onto the chain, a smarter approach is to pull information from multiple data sources, perform verification and AI-assisted filtering off-chain to ensure that every piece of data that goes on-chain has been vetted. This way, the smart contracts receive not noise, but rather cleaned and usable information. This idea makes cross-chain data sharing feasible and transforms oracles from a single information channel into a true data validation layer.
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FarmHoppervip
· 2025-12-21 14:39
In simple terms, the Oracle Machine needs to really do the work, not just transmit messages.
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NFTregrettervip
· 2025-12-21 14:33
The discussion about data cleansing is decent, but the reality is that the trust issues at the Oracle Machine level have not really been resolved... Who will supervise these "gatekeepers"?
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