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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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在代谢性疾病防治领域，中国已建立起特色鲜明的“防筛诊治管康”健康管理体系。瑞金医院拥有国家代谢性疾病临床医学研究中心等国家级平台，在预防、诊断、科研和人才培养等方面经验丰富。过去10年间，瑞金医院在全国推广的国家标准化代谢性疾病管理中心已覆盖2068家医院，管理近350万名患者，使患者代谢指标综合达标率从7%提升至21%。经推算，大血管相关突发事件下降11%，每年节省医疗成本超23亿元人民币。这不仅是全球最大的糖尿病防治计划，也是一个可复制、可推广的“中国样本”。
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