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Shane Legg (DeepMind Founder) - 2028 AGI, New Architectures, Aligning Superhuman Models
Dwarkesh Podcast
Areas LLMs need to Improve: Episodic Memory, Level Two Reasoning, Hallucinations
Episodic memory and level two reasoning are separate areas where LLMs need improvement, although they can be somewhat related in learning different problem-solving approaches. Delusions and factuality are also significant, especially in applications like generating creative content where being unconstrained by reality is desirable.
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