Pylae's judgment is deterministic. Feed the same message to the same model with the same instructions and you get the same answer. If you don't, something is wrong, and you can prove it.
The replay tool reads the message from the chain, rebuilds the exact prompt from the committed instructions, runs the pinned model and compares its decision with the verdict recorded on-chain.
pylae replay --round 1 --index 17The replay tool ships in the open-source repository before round 1 opens, with instructions for running the model on your own machine.
A team wallet holds the treasury
The Vault holds the treasury; the agent's key runs on the team's server
The Vault holds the treasury; the key is generated inside a TEE
If a TEE still calls an outside model API, that provider is trusted too. Running the open weights inside a GPU enclave removes it.
Arrives with round 2.
When the signing key moves into a TEE, its attestation is published and this page checks it in your browser: which code the enclave runs, and that the round's signer key was created inside it.