Same input. Same governed output. Every time.
Most inference is a dice roll. Ask twice, get two answers, with no way to prove why. SAGE seals the model and makes the call deterministic, so the same input returns the same governed output. Every call is signed and replayable by your auditor, offline.
Closes F2 · Replay · the failure where behavior drifts in production and the action fires before the dashboard alerts
It was right in the pilot. In production it drifted.
That is F2. A probabilistic model gives different answers to the same question, and the change shows up only after the action has fired. SAGE removes the drift at the source. The model is sealed, the selection is deterministic, and every call carries the proof that it can be reproduced exactly, on a clean machine, without us.
Deterministic selection
The same input returns the same governed output, every call. No drift, no dice, no quiet change between runs.
Sealed and hash-pinned
The model is sealed and fingerprinted. If the weights are swapped, the hash no longer matches and the seal breaks.
Byte-identical selection replay
Re-run any past call and get the same selection back, byte for byte. The decision is reproducible, not remembered.
Signed on every call
Each inference carries a signed record of the input, the seal, and the selection, verifiable with a key we do not hold.
Runs in your environment
A GPU-first engine that runs on your compute, with your keys. Nothing about the call leaves your control.
Embeds inside AICP
SAGE sits under the control plane, so the deterministic call and the pre-action gate share one identity and one receipt.
Stop shipping a model that answers differently every time.
A receipt is only possible because the system is deterministic.