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Goodfire production cyber monitors

News Oct 8, 2026

Goodfire introduced activation-based monitors for open-model AI agents, using lightweight probes to escalate suspicious behavior to a separate judge.

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Goodfire released production-oriented cyber monitors that inspect internal model activations during agent execution and refer flagged exchanges to an AI judge. TechCrunch reports that the monitors are available to Baseten customers. Goodfire describes tests on Kimi K3 and GLM 5.3 and reports lower monitoring cost than reviewing every turn with a judge model. Those performance figures come from Goodfire’s evaluations, with a separate preliminary static red-team exercise described in its research post.