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A Hacker News post argues the US should continue selling advanced GPUs to China, despite export controls. The core thesis is that restricting sales cedes market share and accelerates China's domestic chip development. This viewpoint challenges the current bipartisan consensus on tech decoupling as a national security strategy.
Zipeng Ling, Shuliang Liu, Shenghong Fu et al. - LLM reasoning traces suffer from complex flaws -- *Step Internal Flaws* (logical errors, hallucinations, etc.) and *Step-wise Flaws* (overthinking, underthinking), which vary by sample. A natural approach would be to provide ground-truth labels to guide LLMs' reasoning. Contrary to intuition, we sho...