Organization · Nonprofit

Verifiable Compute Foundation

An independent nonprofit that, according to Lucid Computing, decides who may use a bare-metal GPU cluster offered free for AI verification research.

verifiablecompute.ai · also called VCF

Lucid Computing describes the Verifiable Compute Foundation (VCF) as "an independent nonprofit working to create a toolbox of AI verification techniques" 1. Lucid's pages describe the foundation's role in a research cluster:

  • Research cluster. Lucid reports that the foundation provides a bare-metal cluster of data-centre accelerators, including NVIDIA H100, H200 and B300 and AMD Instinct MI355X, with firmware-level access for researchers 1 2. Lucid builds and operates the hardware on the foundation's behalf 1 2.
  • Access decisions. According to Lucid, the cluster is "free for qualifying safety & verification research", the foundation allocates it through a fair-share process, and Lucid "takes no part in allocation decisions" 2 3.
  • Research areas. Lucid's cluster page lists workload forensics from power and emission signatures, probing of TEEs and confidential computing, network observation, firmware and root-of-trust inspection, and in-path hardware such as DPUs and FPGAs 2. These areas bear on workload classification from side channels, TEE remote attestation and network taps.

Mentioned in

Sources

  1. BLucid Labs: the verification flywheel. Lucid Computing. Source recordSupports: described as an independent nonprofit building a toolbox of AI verification techniques; Lucid builds and operates the cluster on its behalf · overview page
  2. BExperiments: Lucid Labs. Lucid Computing. Source recordSupports: cluster hardware, research areas, free access, allocation by the foundation · experimentation page
  3. BLucid Computing: Verifiable AI. Proven in hardware.. Lucid Computing. Source recordSupports: research cluster managed by the foundation, at no cost to qualifying groups · homepage, research section