Source · Tier C · Blog / articleSource · Auditing a Frontier Model Without Seeing its Weights
Auditing a Frontier Model Without Seeing its Weights
D. McCann-Sayles, T. Verma. 2026. Tinfoil blog.
| Original | https://tinfoil.sh/blog/2026-06-09-auditing-frontier-model-without-weights |
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| Accessed | 2026-09-25 |
| Authored or published by | Tinfoil |
| Note | Tinfoil's account of Pour Demain running interpretability evaluations (vllm-lens) on GLM-5.1, about 744 billion parameters, on eight H200 GPUs in Tinfoil's confidential-computing platform, with the lab supplying the model, the auditor its evaluation code, and the weights kept inside the enclave. Reports 33-38% overhead with interpretability hooks enabled. Supports only "Tinfoil reports" statements. |