Smart contracts are not an execution capability issue; the problem is that they execute too perfectly — even bad data is executed flawlessly.

Web3 has evolved from initial price data to tokenized assets, prediction markets, autonomous agents, and even on-chain legal logic. The old methods of traditional oracles (quickly obtaining digital data and ensuring timeliness) can no longer keep up.

APRO's approach is interesting — instead of creating another oracle, it builds a reliability framework between data and execution. Specifically: making data sources transparent, ensuring the interpretive process is traceable, and clarifying accountability mechanisms. Only then can it handle the complex, chaotic, and unpredictable information from the real world.

Different technical routes, but the core logic remains the same — the more complex the Web3 application, the longer the trust chain, and the higher the demands for data quality and process transparency.