Why "Grokking" AI Would Be A Key To AGI

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Are We Done With MMLU?
[Paper] https://arxiv.org/abs/2406.04127

Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models
[Paper] https://arxiv.org/abs/2406.02061

Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization
[Paper] https://arxiv.org/abs/2405.15071

Grokfast: Accelerated Grokking by Amplifying Slow Gradients
[Paper] https://arxiv.org/abs/2405.20233
[Code] https://github.com/ironjr/grokfast

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