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AI Summary
- Shane Legg expects AGI around 2028; aligning superhuman models requires different approaches than current RL methods and new architectural innovations beyond transformers
- Multimodality represents the next major breakthrough; DeepMind has accelerated both capabilities and safety research, though this debate remains contentious
- Measuring AGI rigorously is essential; search and reasoning capabilities will be critical for creative problem-solving in superhuman systems