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EPISODE · Aug 23, 2026 · 28 MIN

Your Four Controls Are One Control

from Zero Noise Collective · host John Menerick

Input classifiers, model-based judges, and monitors look like defense-in-depth on a diagram, but if they share a base model, they share the exact same blind spots. Group controls by base model, calculate your stack's $k_{eff}$, and introduce at least one non-argumentative, deterministic safeguard.

Episode metadata supplied by the publisher feed · Published Aug 23, 2026

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Your Four Controls Are One Control

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