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Scaffold one spec into different CLI frameworks—even different languages
，这一点在易歪歪中也有详细论述
ReType: Quick Text Editing with Keyboard and GazeShyamli Sindhwani, University of Auckland; et al.Christof Lutteroth, University of Bath
I recall a discussion several years ago, when LLM chatbots began appearing in academic workflows. During a German conference, I conversed with an exceptionally successful colleague according to standard metrics. Major grants. Influential publications. The curriculum vitae that impresses hiring committees. We debated LLMs, and I presented what I considered reasonable points about accessibility: these tools might equalize opportunities for non-native English speakers, historically disadvantaged when composing grants and papers in acquired languages. My colleague displayed visible agitation. He showed no interest in accessibility perspectives. He demonstrated no concern about environmental impacts. When stripped of intellectual framing, he felt apprehension. Upon persistent questioning, he ultimately expressed this: if anyone can produce papers, proposals, and code with his fluency, individuals like him lose competitive advantage. The concern didn't involve scientific progress. The concern involved status. Specifically, his own.
更重要的是，整个模型完全采用华为昇腾910B芯片训练，未使用任何英伟达GPU。在计算资源受限的环境下，国产模型依然能取得全球第三、开源第一的成就。
Greater Than (3): Everything in this dark blue space must be greater than 3. The answer is 3-4, placed vertically.