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AI’s Emergent Abilities and the Platonic Representation Hypothesis
Since the rise of deep learning, several puzzling phenomena in neural networks remain poorly understood. One of the most intriguing is the emergence of abilities that these networks weren’t explicitly trained for. For instance, ChatGPT can translate languages despite being designed solely for next-word prediction, while visual language models can classify images even though they…