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“AGI Safety and Alignment at Google DeepMind:A Summary of Recent Work ” by Rohin Shah, Seb Farquhar, Anca Dragan
Aug 21, 2024
Join Rohin Shah, a key member of Google's AGI safety team, alongside Seb Farquhar, an existential risk expert, and Anca Dragan, a safety researcher. They dive into the evolving strategies for ensuring AI alignment and safety. Topics include innovative techniques for interpreting neural models, the challenges of scalable oversight, and the ethical implications of AI development. The trio also discusses future plans to address alignment risks, emphasizing the importance of collaboration and the role of mentorship in advancing AGI safety.
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Quick takeaways
- The AGI Safety Alignment team at Google DeepMind is actively addressing existential risks from AI through focused sub-teams and significant growth in personnel.
- Their innovative Frontier Safety Framework (FSF) and recent advancements in mechanistic interpretability aim to enhance AI safety and responsible capability scaling.
Deep dives
Overview of the AGI Safety Alignment Team
The AGI Safety Alignment team at Google DeepMind focuses on addressing existential risks posed by AI systems. This team has distinguished itself in several sub-domains, including Mechanistic Interpretability and Scalable Oversight, reflecting their commitment to improving AI alignment. Their recent growth underscores the increasing importance and scale of their work, with a 39% increase last year and a 37% increase so far this year. The leadership team is dedicated to exploring safety techniques, which include evaluating and preparing for the powerful capabilities of frontier models.
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