Inference
Models for agents
that move money.
Agents ask models in a loop, on data they cannot leak. On Amadeus they run sealed with the leading models today, and our own miners already do the maths those models run on.
- 1.5T+
- Matrix multiplications a day
- 20M
- Every second, around the clock
- 0.5s
- Finality
- Mar 2025
- Live since
WORKS WITH
Agents need a different kind of inference
Four reasons a public AI service is the wrong place for an agent that moves money.
Agents ask in a loop
A person asks a model once. An agent asks thousands of times a day, and every call adds cost and delay.
With Amadeus: Agents on Amadeus come with the leading models built in, and our own miners will serve them next.
The data cannot leave
Positions, strategies and client data are too sensitive to send to a public AI service.
With Amadeus: The agent and its data run inside a sealed machine. Miner-served inference brings the model inside the same seal.
Answers cannot be replayed
When an AI decision moves money, you need to show what it saw and why it acted.
With Amadeus: Same inputs, same output, with a receipt you can replay months later.
Mining that serves no one
Most proof-of-work burns energy on maths nobody needed.
With Amadeus: Amadeus miners do the matrix maths that models run on, and the network checks every result.
Inference on our own network
The network already does the maths models run on. Serving agents is the job we give it.
Verified compute
Miners do the matrix multiplications models are built on. Other nodes check every result.
Leading models for agents
Agents on AMA Hub and AMA Embed use the leading models today, from inside their sealed machines.
Served by our miners
Next: the same models served by uPoW miners, so inference runs on the network that already does its maths.
Nova on uPoW
Later: Amadeus’s own model, trained and served by the same miners.
Runs on Confidential Compute →
Use it, or power it
Teams run agents on it. Miners bring the hardware it runs on.
Private inference for your agents.
Tell us which models your agents call. We show you how they run on Amadeus today, and on our own miners next.

























