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harness

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harness

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本站收录 32 集 · 16 条金句 · 关联 10 个

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16 条

就像如果我只是让它生成，那将是垃圾。如果我把我自己的上下文给它，像我的策展、我的品味、我的 harness，它就会说，嗯，不要供应商之类的东西，或者它必须有四个声音。
Like if I would just have it generate, it will be rubbish. If I had like my own context to it, like my curation, my taste, my harness, it would be say, well, not vendors or kind of like things or like it has to have four voices.
—— Patrick Debois · [12:35]

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所以这里出现了一种类比:数据之于模型,正如模型之于 harness。
So there’s a sort of analog that emerges where it’s what data is to a model, models are to a harness.
—— Matan Grinberg · [20:06]

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我认为另一个有趣的问题是,如果你是一家前沿实验室,真正的护城河在哪里?是在智能中,还是在工具链中?
I think the other interesting question is, where is the real moat if you’re a frontier lab? Is it in the intelligence or is it in the harness?
—— Sriram Krishnan · [07:20]

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思考这个等式最简单的方法是,如果你不是那个模型,你就是那个框架。
the easiest way to think about this equation is that if you’re not the model, you’re the harness.
—— 嘉宾 · [00:56]

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Markdown，而不是魔法。胖技能，瘦线束。
Markdown, not magic. Fat skills, thin harness.
—— Garry Tan · [16:56]

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如果你正在构建一个 UX，并且有一些东西与对话并排很好渲染，但它既不存在于消息列表中，也没有被机具卸载并提供发现它的方式，那么它对智能体来说本质上就是不可见的。
if you’re building a UX and you have something that’s nicely rendered side by side with the conversation, but it doesn’t exist either in the message list or offloaded by the harness with a way to discover it, it’ll be essentially invisible to the agent.
—— 嘉宾 · [08:32]

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当模型演进而安全带不变时,它会拖累智能体的表现。
When the model moves and the harness doesn’t, it degrades the agent.
—— Isabella Kai He · [08:57]

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安全带的修复程序不再被需要,并且实际上在 Opus 4.5 的模型性能中起反作用。
The harness fixes were no longer needed and were actually detracting from model performance with Opus 4.5.
—— Isabella Kai He · [08:49]

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如果他们正在构建正确的产品，他们将能够利用这种判断力，以便今天的判断力成为明天的智能。
And if they’re building the right product, they will be able to harness that judgment so that the judgment of today is the intelligence of tomorrow.
—— Julien Bek · [61:45]

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我喜欢用的一个类比是：如果模型是引擎，那 harness 本质上就是引擎周围的那辆车。
The analogy I like to use is that if the model is the engine, the harness is essentially the car around the engine.
—— Santi Garza · [03:50]

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我认为 harness 长期以来一直被贬低为二流研究，然而它字面上就给我们带来了 18% 的提升——这就是 harness 一和 harness 二之间的差距。
So I think harnesses have long been belittled as subpar research, yet it literally gives us an 18% bump in the difference between harness one and harness two.
—— 嘉宾 · [01:14]

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而仅仅加上一些 harness——这种不配称为研究的东西，只是一些包装和脚手架——我们就能达到 95%，NVIDIA 的 ABO 更是达到了 100%。
And just with some harness, this thing that doesn’t deserve any research, just some wrapper and some scaffolding, we can get to 95% and ABO from NVIDIA got to 100%.
—— 嘉宾 · [03:56]

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要么我们在学习系统提示词，要么我们在学习 harness 本身——这非常迷幻。
Either we’re learning the system prompt or we’re learning the harness itself, which is very trippy.
—— 嘉宾 · [14:18]

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从某种意义上说,harness 总是比模型领先一点。
So the harness, in a sense, is always a little bit ahead of the model.
—— Tibo Sottiaux · [36:27]

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我不得不和模型对抗，不让它表现得像它被训练时所用的那个 harness。
I have to fight against the model to not act like the harness that it was trained with.
—— Demetrios Brinkmann · [37:22]

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五年后，今天成功的公司里有七成到那时将完成从 SaaS 到 harness 的转变。
Five years from now, seven out of 10 companies today that are successful then will have made the switch from SaaS to harness.
—— Tim Sanders · [58:22]

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32 集

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