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3min chapter
Model Evaluation for Extreme Risks
AI Safety Fundamentals: Governance
Challenges in Alignment Evaluation and Evaluating Agency in AI Systems
This chapter explores the challenges and approaches to evaluating alignment in AI systems, including the need for assurance of appropriate behavior across different scenarios, the importance of broad coverage in evaluation, and the use of mechanistic analysis to detect deceptive behavior. It also discusses the evaluation of agency in AI systems and the potential unintended goal-directed behavior of models.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode