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17min chapter
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind
Dwarkesh Podcast
Unpacking the Advanced Capabilities of GPT-7
Exploring the potential surpassing of human abilities in information processing by advanced language models like GPT-7, the chapter discusses in-context learning analogies to gradient descent and challenges in granting models more learning autonomy. Additionally, it delves into improving long context tasks through linear regression teaching, inducing meta-learning for enhanced abilities, reliability issues, and advancements in AI despite incremental progress.
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