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Model Verification Needs More Than a Label

· 7 min read
AntSeed Team
Building the P2P AI Network

Most AI APIs ask you to trust the label.

gpt-5.5 | claude-opus-4.8 | minimax-m3 | premium model

But if an endpoint silently routes you to a cheaper model, mixes traffic across providers, wraps another API, or serves a quantized substitute, what evidence do you actually have?

Usually: almost none.

AntSeed is building the missing verification layer for that market.