Cohere launches Confidential Computing in Model Vault: encrypted even during inference
cohere · x · 2026-09-17
Cohere introduced Confidential Computing in Model Vault, addressing data 'in use' — previously only encrypted at rest and in transit, inference exposed data to the provider. Now even Cohere cannot access customer workloads. Three mechanisms: end-to-end encrypted inference, hardware-enforced isolation extending to the GPU via NVIDIA Confidential Computing, and a signed attestation token independently verifiable against hardware vendors' public keys.
Related event: Cohere Brings Confidential Computing to Model Vault(4 posts)→
More from Models
- Open-source VoxLock tops Krisp voice isolation benchmark with 4.95% WER — Arbaz Siddiqui · 2026-11-02
- Anthropic's 85% inference margin sparks debate on open source's price-pressuring role — code_star · 2026-11-02
- User reports xAI appears to have quietly raised weekly usage limits, dropping his meter from 93% to 47% — XFreeze · 2026-11-02
- Meituan's LongCat-2.5 lands as 1.6T MoE agent model, with DeepSeek copycat speculation — teortaxesTex · 2026-11-02
- Asked what AI firms want you to stop owning, Claude said: your own compute — alex_verem · 2026-11-02
- Is Hermes Still Worth It? Codex's $200 Tier Now Overlaps Most of Its Value — Foreign_Lead_3582 · 2026-11-02