This chapter covers the latest developments at Apollo Research, emphasizing growth in teams and advancements in research about deception and interpretability in AI models. It discusses the risks of AI misrepresentation of capabilities and the implications for safety and ethical boundaries as models become increasingly goal-driven. The conversation highlights the need for careful evaluation of AI behaviors to prevent potential adverse outcomes stemming from their evolving autonomy and complex task performance.

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