Jan Leike is a Research Scientist at Google DeepMind and a leading voice in AI Alignment, with affiliations at the Future of Humanity Institute and the Machine Intelligence Research Institute. At OpenAI, he co-leads the Superalignment Team, contributing to AI advancements such as InstructGPT and ChatGPT. Holding a PhD from the Australian National University, Jan's work focuses on ensuring AI Alignment.

Key Highlights

• The launch of OpenAI's Superalignment team, targeting the alignment of superintelligence in four years.
• The aim to automate of alignment research, currently leveraging 20% of OpenAI's computational power.
• How traditional reinforcement learning from human feedback may fall short in scaling language model alignment.
• Why there is a focus on scalable oversight, generalization, automation interpretability, and adversarial testing to ensure alignment reliability.
• Experimentation with intentionally misaligned models to evaluate alignment strategies.

Dive deeper into the session: Full Summary

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Allison Duettmann

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