Inside Cohere Model Vault: Building Verifiable Confidential AI Inference
Cohere, Thursday, October 22nd, 2026
Cohere explains the architecture behind confidential inference in Model Vault, including isolation and attestation.
Following its launch of Confidential Computing on Model Vault, Cohere goes deeper into how the system works.
The goal is to reduce the infrastructure customers must trust with plaintext data and give them cryptographic evidence before sensitive data is released.
Cohere says this requires protecting the computation, the request path and the mechanism customers use to decide whether to trust the destination.
The post explains how hardware isolation and attestation underpin the dedicated model deployment.