Research Cluster

Free Infrastructure
for AI Verification Work

01
About

About the Research Cluster.

Hardware verification, side-channel analysis, TEE research, and network inspection require physical, bare-metal access to datacenter-grade GPUs that no cloud provider offers.

So we are building it, and opening it to the community in September.

02
Machines
Machine Quantity
NVIDIA B300 1
NVIDIA H200 5
NVIDIA H100 1
NVIDIA A100 1
AMD MI355X 2
03
Side-Channels

Side-Channels Research.

From side-channel analysis of GPU workload behavior to probing TEE boundaries under real datacenter conditions, we can help you explore how systems leak and reveal information across every layer. This includes NIC-level experiments, firmware instrumentation, and controlled network manipulation on frontier-class hardware.

Need a different setup? We can reconfigure to meet your research needs.

04
Access

Get Access.

Qualifying safety and verification research groups receive compute access at no cost, allocated through an open fair-share process and covered by research funders through the Verifiable Compute Foundation. If your needs exceed the free allocation, dedicated remote capacity is also available.

We host weekly virtual office hours every Tuesday from 10 to 11 AM Pacific Time to answer questions and discuss research and deployment possibilities.

Office Hours → Interest Form

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