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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?

为何选择中国企业从2016年鸿海入主夏普,2017年海信收购东芝,再到今年索尼与松下先后将电视机业务转给了TCL和创维,中国家电企业用10年时间完成了对于日本彩电业的全面接管,而在这种攻守易势的局面背后,日企之所以愿意和中国品牌携手,其原因也并不仅仅是谈判桌的价码高低。

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