An engineering memo proposes that AI system harnesses should function as gates rather than orchestrators, prioritizing stop, refuse, and destroy mechanisms over continuous completion. The memo details experiments comparing a 'gate' approach against a strawman 'orchestrator' using a proxy task and the GLM-5.2 model. Results indicated the gate approach significantly reduced false accepts and late accepts, though it introduced a measurable rate of false rejects. AI
IMPACT Suggests a shift in AI system architecture, prioritizing safety and determinism through gate mechanisms over continuous orchestration.
RANK_REASON This is an engineering memo presenting an argument and experimental results, not a formal research paper or product release.
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