对于我所做的大部分工作，前沿模型和小模型之间的差异在输出中是不可见的，并且非常明显
我点击了十分钟，这就是卡住的地方。
对于我所做的大部分工作，前沿模型和小模型之间的差异在输出中是不可见的，但在发票中却非常明显。
我会采取不同的做法：Claude Haiku 5.5 和 GPT-6 Luna 处理我的日常起草和排序的成本只是顶级的一小部分，而且我无法区分推文中的差异。
我真正喜欢的一点是：我现在为每周两到三项推理实际上被打破的任务保留昂贵的模型。其他一切都以便宜的价格运行。
一个月后我可能会忘记它的存在。
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人工智能工具太多？这是找到您真正需要的东西的更好方法
If you only check AI news on weekends, this was the weekend to check. The theme was not a bigger model, it was models that do a specific job well enough to hand them the keys.
A model that finds vulnerabilities but refuses to step outside authorized scope is not just a better scanner. It is the first time the powerful exploit-finder has been gated to the people who already had permission to look.
