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20212025
most citedEmergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs

25 citations

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stat.ML2023★ 3 cited

Universal Scaling Laws of Absorbing Phase Transitions in Artificial Deep Neural Networks

Keiichi Tamai, Tsuyoshi Okubo, Truong Vinh Truong Duy +2

We demonstrate that conventional artificial deep neural networks operating near the phase boundary of the signal propagation dynamics, also known as the edge of chaos, exhibit univ…