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Persona Vectors and SCAB: A Two-Layer Defense for Safer AI
Manage episode 499294602 series 3681181
תוכן מסופק על ידי vincent Froom and Vincent Froom. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי vincent Froom and Vincent Froom או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.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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