The key to the future is not AI replacing humans, but how AI can operate safely without supervision—this requires an embedded trust mechanism as the foundation. Real-time verification of each AI action and output allows autonomy and certainty to coexist. With the support of proof systems, AI can truly break through limitations and operate efficiently within a decentralized framework. Trust does not come from human oversight but from verifiable transparent mechanisms.
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The key to the future is not AI replacing humans, but how AI can operate safely without supervision—this requires an embedded trust mechanism as the foundation. Real-time verification of each AI action and output allows autonomy and certainty to coexist. With the support of proof systems, AI can truly break through limitations and operate efficiently within a decentralized framework. Trust does not come from human oversight but from verifiable transparent mechanisms.