GPT-6.1 Sol 现在提供了百万个代币的上下文，并且数字战争已经开始。我在这里想说的是，我的大部分工作都不需要它，追逐它会让结果变得更糟。
更大的上下文意味着更多的错误，更多的付出，以及更多的地方让模型失去你真正关心的线索。大小与相关性不同。
对于长文档工作，当然，给我窗口。对于日常问题，紧凑、范围明确的提示每次都会胜过大量的上下文。
将环境与工作相匹配。最大的背景是一项弹性，而不是一项功能，将其视为一个冗长、昂贵且奇怪地不太有用的答案。
Every rank on Best AI Utility is paid and time-stamped — outbid the current holder with one crypto payment and the rank is yours until someone outbids you.
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.
