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This was referenced Sep 30, 2026
docs(research): AutoBenchmark — cross-provider difficulty, and hard-for-all means audit the key
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Document + adopt two ideas; confirmation of the Muse-parity containment. - An out-of-band wire record in the secrets proxy — the tool calls the model returned, hashed, append-only, where Prax can't write — checked against Prax's own trace, so a compromised Prax can't hide activity by editing it. - A diff of newly granted access for egress-policy changes and timed grants. The DPU hardware is out of reach; OpenShell (0.1.x) is a peer to watch.
OpenWorker (Andrew Ng et al., MIT): the closest peer to Prax's governance stance. Adopt hard floors — a declared set enforced after every rule that can lower risk; Prax's earned trust can lower two login steps from HIGH to MEDIUM on self-reported success today — and parked approvals for unattended runs instead of refusing and losing the work. Plus approval provenance per call. OpenShell's product page adds per-program network policy and a policy prover with an access ceiling: queue the ceiling, and a time-boxed evaluation of OpenShell as prax-sandbox's runtime.
Not ruled out: Prax should be highly competitive with OpenShell. Candidate routes recorded — per-program proxy identity inside the sandbox, cgroup/eBPF attribution, or OpenShell's supervisor after the evaluation.
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Three assessments, credited to their authors.
NVIDIA Open Agent Safety Platform + OpenShell (
nvidia-open-agent-safety-platform.md). Confirms the Muse-parity containment. Adopt:The DPU hardware is out of reach.
OpenWorker (Andrew Ng et al., MIT;
openworker.md). The closest peer to Prax's governance stance. Adopt:earned_trust.pycan lowerbrowser_request_login/browser_finish_loginfrom HIGH to MEDIUM on self-reported success.All queued in the adopt tracker's Containment section. Docs only; doc tests pass.