Confidential GPU infrastructure: architecture, workloads, and buyer checks
How confidential GPU infrastructure extends a CPU TEE to supported accelerators, which workloads benefit, and what buyers should verify.
Blog
Buying, securing, and financing confidential compute
How confidential compute works, which hardware fits the workload, and what is changing in the market for capacity.
Featured
What is confidential computing? TEEs and remote attestation explained
A practical, threat-model-first explanation of confidential computing, trusted execution environments, remote attestation, and enterprise fit.
Read the article →GPU guides
Which accelerator fits a workload, and what changes once it has to run confidentially.
Confidential computing
Trusted execution environments, attestation, and attestation-bound key release, with the limits of each guarantee.
AMD SEV-SNP: memory encryption, integrity, and the SEV progression
How AMD SEV-SNP extends SEV and SEV-ES with memory-integrity protections, runtime attestation, and a stronger malicious-hypervisor model.
Arm Confidential Compute Architecture: Realms, RME, and attestation
How Arm CCA Realm Management Extension isolates Realms, what the Realm Management Monitor does, and where platform implementation still matters.
How to integrate confidential computing into enterprise AI workflows
A phased adoption path for adding confidential computing to existing AI and data workflows, with threat-model, attestation, and operational caveats.
Intel TDX: whole-VM trusted domains and attestation
How Intel Trust Domain Extensions protect confidential VMs, how TD attestation works, what remains untrusted, and who benefits.
NVIDIA Confidential Computing: extending a CPU TEE to the GPU
How NVIDIA GPU confidential mode, protected transfers, attestation, CC-On, and CPU confidential VMs form an end-to-end boundary.
Remote attestation: evidence, verification, and policy-gated trust
A practical explanation of attesters, evidence, verifiers, reference values, freshness, attestation results, and key release.
What is confidential computing? TEEs and remote attestation explained
A practical, threat-model-first explanation of confidential computing, trusted execution environments, remote attestation, and enterprise fit.
Comparisons and benchmarks
Side-by-side evaluations of platforms, boundaries, and trade-offs.
Market reports
Pricing movement, supply conditions, and how compute capacity gets contracted and financed.
Infrastructure
Deployment topology, drivers and firmware, and running confidential GPU fleets in production.
Latest articles
Everything published or revised most recently, newest first.
- AMD SEV-SNP: memory encryption, integrity, and the SEV progression →
- Arm Confidential Compute Architecture: Realms, RME, and attestation →
- Confidential GPU infrastructure: architecture, workloads, and buyer checks →
- Financing GPU and data-center capacity: what must become legible →
- How to integrate confidential computing into enterprise AI workflows →
- Intel TDX: whole-VM trusted domains and attestation →
Turn the research into capacity
Every post here comes out of the same marketplace work: verifying what providers publish, and what a confidential workload actually needs.