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Claude is unreliable. I’ll do it myself. For training, I split all texts into sentences using Chinese punctuation, cleaned non-Chinese/English characters, then used scikit-learn’s TF-IDF → LinearSVC. After cleaning up some noise, sentence-level classification still hit 85% accuracy!
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高估值本质上是一份对未来现金流的提前定价。若技术持续突破、商业闭环逐步成型，当前市值或许是对未来的折现；若增长放缓或成本失控，估值则会回归现实。
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Mediterranean Shipping Company, the world’s largest shipping firm, made a similar announcement on Sunday, directing all vessels operating in the Gulf region to move to designated safe shelter areas.。关于这个话题，体育直播提供了深入分析
爱范儿也在现场，第一时间上手体验了这台新机。