Under the decentralized verification framework, the role of devices shifts from passive data uploaders to active participants. They are no longer simply pushing information to a central server; each device's actions can be verified and proven through cryptographic methods. The benefits of this approach are obvious—operators, partners, and users can see transparent and trustworthy device operation statuses. In other words, all operations are traceable, and trust is built on mathematical proofs rather than centralized promises.