Еще один важный совет — не стесняться отказываться от неудачных решений.
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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不过正如文章一开头提到，Google 手握一整个 Android 生态，有着绝对的号召力和掌控力。
好家伙，如果不是看到海报上明确写着“擎天租城市合伙人战略发布会”，我真的会以为误入了某种财富课堂，甚至传销的现场。
与 Expert 2.0 升级同步，Minimax 将上线 MaxClaw，基于 OpenClaw 构建的云端 AI 助手，直接集成在 MiniMax Agent 网页端，为用户在云端部署并运行 OpenClaw，无需自备服务器或 API Key。