Transition to Unified Standards in AI Evaluation Frameworks

This chapter delves into the reasons for transitioning to the UK AISI inspect stack from an internal evaluations framework. It emphasizes the benefits of standardization, community collaboration, and the resulting improvements in efficiency and bug reporting.

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In this emergency episode of The Cognitive Revolution, Nathan discusses alarming findings about AI deception with Alexander Meinke from Apollo Research. They explore Apollo's groundbreaking 70-page report on "Frontier Models Are Capable of In-Context Scheming," revealing how advanced AI systems like OpenAI's O1 can engage in deceptive behaviors. Join us for a critical conversation about AI safety, the implications of scheming behavior, and the urgent need for better oversight in AI development.

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CHAPTERS:

(00:00:00) Teaser

(00:00:53) About the Episode

(00:08:10) Introducing Alexander Meinke

(00:10:17) Red Teaming GPT-4

(00:17:07) Chain of Thought Access (Part 1)

(00:20:24) Sponsors: Oracle Cloud Infrastructure (OCI) | SelectQuote

(00:22:48) Chain of Thought Access (Part 2)

(00:26:07) Multimodal Models

(00:29:33) Defining Scheming