Verifier Nodes (Later stage)

During the initial phase, HolmesAI will monitor the network in a more centralized way, but it will gradually transition to decentralized verifier nodes.

Verifier nodes in the network will be randomly selected to challenge computing nodes, checking for:

• Whether the computing node fake hardware resources (e.g., joining the network with qualified device A but actually providing computing power with hardware B).

• Whether the computing node uses the customer-specified model for inference.

• Whether the computing node remains online.

• Whether the computing node reduces bandwidth capacity during actual operation

Verifier nodes can also inspect the reputation system and centralized scheduling mechanisms to ensure the platform's transparency and accuracy.

Our team continues exploring various solutions, and is open to any inputs from the community.