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常见问题解答

中小企业如何把握机遇？

对于中小企业而言，建议从以下几个方面入手：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?

这项技术的商业化前景如何？

从目前的市场反馈和投资趋势来看，这套系统并不具备思考能力，仅是在进行概率推测。更严重的是，当它做出错误判断时，其表现出的确定性反而更强。