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Innovations in AI Model Architecture and Safety
This chapter explores the concept of 'mixture of transformers' for enhancing AI model efficiency by optimizing network utilization for different data types. It also addresses the critical influence of context on model performance and discusses regulatory developments in AI safety, particularly the EU's draft code of practice. Additionally, the chapter highlights Anthropic's ASL4 framework for AI safety and examines advancements in interpretability techniques to mitigate risks associated with advanced AI systems.