Verifiable Compute Foundation

Lucid Computing describes VCF as a nonprofit that will allocate free research access to a bare-metal AI-verification cluster.

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:

  • Lucid reports that the foundation's planned cluster includes NVIDIA H100, H200 and B300 and AMD Instinct MI355X accelerators, with firmware-level access for researchers 1 2. Lucid says it builds and operates the hardware on the foundation's behalf 1 2.
  • 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. In September 2026, Lucid's page said the cluster opens to the community in November 2.
  • Lucid's cluster page lists the research areas as 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.
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  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, opening in November · 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

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