SPACE
集里怎么说它
- 《AI时代衡量开发者生产力：Nicole Forsgren 谈怎么测才不撒谎》(01:27起):本集说它是一个包含满意度、绩效、活动、沟通与协作、效率/心流的缩写框架；它不规定具体测什么，而是提供视角，因此在 AI 带来的新语境下显得比 DORA 更契合；本集还建议给它增加一个「信任」维度来评估大模型的幻觉与可靠性。
① 提到它的金句
10 条
AI在核心意味着从根本上审视问题空间和工作流，并使用AI来解决问题，而不仅仅是在GUI或用户界面的交叉点上撒一点，或者仅仅用它来加速事情。
指向原始笔记的链接
AI at the core means fundamentally looking at the problem space and the workflows and using AI to solve the problem, not just sprinkling it at the intersections of GUIs or user interfaces that are out there or using it to just accelerate things.
—— Ezinne Udezue · [41:05]
实际上我认为人们会在国防行业感到惊讶，我们的行业周围可能比大多数商业行业有更多的护栏和负责任的 AI 努力。在美国这里有联邦法规禁止某些事情，而在商业领域人们为了安全问题可能只是激增并去做。
指向原始笔记的链接
I actually think people would be surprised in the defense industry that there is probably more guardrails and responsible AI efforts around our industry than most commercial industries. There are federal regulations here in The US that prohibit certain things that in the commercial space people might just surge and go do in terms of safety issues.
—— Chris Benson · [22:38]
它们都是估值极高的公司,都在押注一个更大的关于机器人经济的承诺,也就是特斯拉和 Optimus 机器人无处不在,或者是太空中的数据中心。
指向原始笔记的链接
They’re both incredibly overvalued companies that are betting on a much larger promise of a robotic economy that Tesla and Optimus robots everywhere or data centers in space.
—— Ranjan Roy · [62:23]
特别是在 AI 模型快速进步的这个时代，这其实是一个非常健康的本能，因为你作为产品表面积构建得越少，AI 就越能在实际的空白地带里填补更多。
指向原始笔记的链接
And particularly in this world of rapidly advancing AI models, it’s actually a really healthy instinct because the less you build as product surface area, the more that the AI can actually fill in in actually the white space.
—— Jon Noronha · [28:25]
我认为那部分将是困难的，但我认为那将是 AI 最大的机会空间所在，就是在那里的所有事情上减少人在回路。
指向原始笔记的链接
And I think that part’s going to be difficult, but I think that’s going to be where the biggest opportunity space is at with AI is to reduce the human in the loop on everything there.
—— Chris Blackburn · [30:21]
基于我们的 eval，我认为开放权重模型要做到完全可行，假设基准线不随着该领域的进步而移动，它们需要表现得比今天好大约 50%。
指向原始笔记的链接
Yeah so so yeah based on our evals I think open weight model to be like fully viable assuming the bar does not move as progress happened in the space would be that they would need to perform about 50% better than they are today.
—— Simon Boudrien · [47:51]
设计的角色是你最终看到了像素,但设计在组织中的角色是决策、利益相关者、引入需求和问题空间。
指向原始笔记的链接
The role of design is you see the pixels at the end, but the role of design in an org is decisions and stakeholders and bringing in requirements and problem space.
—— Stephen Haney · [41:51]
问题之一是，今天这是一个完全开放的空间，因为运行时控制意味着控制决策发生在行动的那一刻，而不是几周前的政策文档里，也不是几小时后的审计日志里。
指向原始笔记的链接
So one of the issues is this is a wide open space today because runtime control means the control decision happens at the moment of action, not weeks before in a policy document or not hours later in an audit log.
—— Manoj Saxena · [08:36]
而如果你能成功地把你的问题空间设计成有利于 AI 的方式，你就会很快得到一个人类还没想到的解决方案。
指向原始笔记的链接
And if you can successfully design your problem space in a way that’s conducive to AI, you’re going to get a solution quickly that humans hadn’t thought of yet.
—— Brian McClendon · [27:43]
所以总的来说，存储数据是一个非常巨大的问题空间，我认为它永远不会下沉到模型层。
指向原始笔记的链接
So generally storing data is like a huge problem space that I don’t think will ever make its way down into the model layer.
—— Jeffrey Morgan · [17:21]
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