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Persona Vectors and SCAB: A Two-Layer Defense for Safer AI
Manage episode 499294602 series 3681181
vincent Froom and Vincent Froom에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 vincent Froom and Vincent Froom 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
What if we could vaccinate AI against bad behavior before it ever reached your screen? In this episode of Agent Cops: The SCAB Protocol Files, host Vincent Froom breaks down Anthropic’s groundbreaking persona vector research — a method for identifying and controlling specific AI personality traits like sycophancy, hallucination, and unethical reasoning.
You’ll learn how preventative steering during training can make models more resilient, and how pairing it with the SCAB Protocol’s six-domain behavioral evaluation creates a two-layer defense against rogue AI behavior. We explore real-world scenarios — from unsafe tutoring bots to manipulative corporate advisors — and show exactly how SCAB and persona vectors can detect, correct, and prevent harmful AI outputs in real time.
Whether you’re running enterprise AI systems, building AI products, or simply want to understand the next frontier in AI safety, this episode offers both technical depth and actionable insight.
Listen now and see how Agent Cops is engineering a closed-loop governance system for trustworthy AI.
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