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这一环节的优势十分突出,技术垄断性强、行业集中度高,现金流稳定,风险相对较低——无论下游“淘金客”成败,都离不开硬件工具的支撑。但风险同样不容忽视:技术迭代可能颠覆现有硬件需求,且过度依赖资本循环,若下游融资断裂,订单规模或将大幅缩水。

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The real annoying thing about Opus 4.6/Codex 5.3 is that it’s impossible to publicly say “Opus 4.5 (and the models that came after it) are an order of magnitude better than coding LLMs released just months before it” without sounding like an AI hype booster clickbaiting, but it’s the counterintuitive truth to my personal frustration. I have been trying to break this damn model by giving it complex tasks that would take me months to do by myself despite my coding pedigree but Opus and Codex keep doing them correctly. On Hacker News I was accused of said clickbaiting when making a similar statement with accusations of “I haven’t had success with Opus 4.5 so you must be lying.” The remedy to this skepticism is to provide more evidence in addition to greater checks and balances, but what can you do if people refuse to believe your evidence?

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尽管水车屋贵得远超出一般人的消费,但那几年生意仍然好做到爆,全仰仗几家夜总会的拉动。几个人一晚上吃掉上万港币是家常便饭,连妈咪之间也会以此攀比——有没有被客人请去水车屋宵夜,一晚上吃了多少钱等等。