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AI Summary
- Scaling is an artform balancing compute, data, and architecture; adding search, planning, and AlphaZero-style training on top of LLMs unlocks new capabilities
- Alignment of superhuman AIs requires careful governance and preventing weight theft by rogue nations; intelligent scaling includes safety considerations from the start
- Multimodal progress and further advances require understanding timelines and intelligence explosion dynamics; Google DeepMind focuses on responsible development practices