There's no doubt that the RayNeo Air 4 Pro smart glasses have a better display. The Xreal 1S has a peak brightness of 700 nits, compared to 1,200 with the RayNeo. In addition, the micro-OLED displays on the Air 4 Pro are noticeably more vibrant, ideal for watching movies and gaming.
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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1.杜京林（女） 中国铁路北京局集团有限公司北京站客运车间京铁爱心服务组值班员
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email_validator = RegexValidator(r"^[\w\.-]+@[\w\.-]+\.\w+$")
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