The fix is not smarter prompts. It is software built to meet agents halfway.
大多数人认为提高AI提示词质量是改善AI交互的关键。但作者认为真正解决方案是重新设计软件架构，使其与AI代理更好地协作，而不是改进提示词。这一观点颠覆了当前AI优化的主流方法，将焦点从AI本身转向系统设计。
5 Matching Annotations
- Apr 2026
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www.feldera.com www.feldera.com
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developer.nvidia.com developer.nvidia.com
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This means 2.7x more tokens from the same GB300 NVL72-based infrastructure and power footprint, reducing the cost to manufacture each token by more than 60%.
大多数人认为硬件升级是提高AI性能的主要方式，但作者认为通过软件优化可以在相同硬件上实现2.7x的性能提升和60%以上的成本降低，这挑战了行业对硬件升级的依赖。这种观点暗示软件优化可能比硬件升级更具成本效益。
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- Dec 2020
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github.com github.com
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The template language's restrictions compared to JavaScript/JSX-built views are part of Svelte's performance story. It's able to optimize things ahead of time that are impossible with dynamic code because of the constraints. Here's a couple tweets from the author about that
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- Nov 2020
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github.com github.com
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It's fast. The Dart VM is highly optimized, and getting faster all the time (for the latest performance numbers, see perf.md). It's much faster than Ruby, and close to par with C++.
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- Oct 2020
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medium.com medium.com
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In the vast majority of cases there’s nothing wrong about wasted renders. They take so little resources that it is simply undetectable for a human eye. In fact, comparing each component’s props to its previous props shallowly (I’m not even talking about deeply) can be more resource extensive then simply re-rendering the entire subtree.
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