Coach an engineer toward external authorization, output checks, and prompt-safe system design.
Ben B Backend Engineer A Acknowledge M Mechanism C Control Engineering review 20 sec Ben's system prompt contains internal role thresholds and tells the model never to reveal them. The design relies on the same model text for both secret storage and enforcement. The formula 1 min Respect the prompt, move the control Acknowledge, mechanism, control Start by acknowledging what prompts are good for, explain why leakage and bypass are plausible, then propose the external control.
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