把值得记住的表达，慢慢收集。

知识产权

To help make sure that you maintain the high standards of the intellectual property you already have.

复核；再次检查

I'm curious to understand more about how you're applying judges to double check outcomes and evaluate.

打开潘多拉的盒子；引出无穷麻烦

I feel like you just opened a can of worms for us to talk about here, where there's a million different directions we could take this.

拿到；获得

You can get hold of your burger or sandwich in, like, matter of minutes, or even seconds.

强烈推荐

It's a thought provoking lesson, if you enjoy it, we highly recommend adding Humans of AI to your podcast feed.

人工智能工具

So how do you think teams can ensure that AI tools are used responsibly, and ethically, and effectively?

关键基础设施

We're not in a world where people run on monolithic systems, particularly when you're talking about critical infrastructure.

目标语言；译入语

Now all you really need to do is just say reproduce this image in a target language.

主要赞助商；冠名赞助商

But first, I want to say thanks to our presenting sponsors, Galileo, for making this episode happen.

筹集资金

And so now it's like, okay, we could finally file and raise money and stuff.

应用开发

So I feel like this trust issue is just becoming a very critical need in the AI application development workflow.

万灵药；一劳永逸的解决办法

It's not always going to be a magic bullet, but it can help you learn faster.

个人犀利/大胆的看法

Let me, let me stop sharing my screen and let me, let me give you my hot take on this.

大量的

And when it comes to building enterprise products, I still think that VC backed companies with large amounts of cash will be the winners.

高质量；高品质

Because there's no reason to send it to test because it'll always fail because it's not high quality code.

增加价值；带来价值

Just go very, very fast and build out a prototype and start to see, does that actually add value?

下一阶段

But what are the things you're thinking about, though, as we head towards this next stage of AI development?

拉取请求（代码合并请求）

An engineer producing thousands of pull requests can look extraordinary on a dashboard.

人工智能模型

So we're seeing AI models powering agents that are able to do more and more effective long-running tasks.

凭感觉用AI生成的（代码/应用）

And now we have teams that are like, hey, I vibe coded this thing for my team and that's helping us, right?

未来几年

If agents with persistent memory are handling busy work end-to-end, what do you see knowledge workers spending their time on day-to-day in the coming years?

公开演讲

You've obviously done a ton of public speaking, and you're one of the lucky folks who gets to talk about video games and their impact on AI and data every day.

代码审查

I would say the best code review AI tools that I've seen have like an 80% hit rate.

数据团队

And it also gives faster responses with all the governance and the trust that the data team wants to impose on it.

巨大挑战

Like, why do you think, evaluation is such a big challenge in generative AI?

数据中心

convinced Google to use an air cooling system instead of a water cooling system for the data center.

（不）再；再也（不）

But that's not, that doesn't necessarily have to be the case any longer.

客服电话

Like everyone's had a tough time on, you know, a customer service call where it seemed like they didn't really understand like your problem.

向量存储

We also have the vector store for semantic search, and we have the memory store.

人工智能工程师

We've been talking about the fundamental skills an AI engineer needs.

一天天地；逐日

She wanted to see her learning compound visibly day by day.

感谢邀请我

Same here, Conor, thanks for having me and looking forward to the conversation today.

全权；自由处理权

You have to do action control, which means, Conor, if you wanted to grant an agent rights to email, to your email inbox, You don't want to grant it full carte blanche rights to your email inbox.

核能；核电

Amazon, Google, and others making strides on leveraging nuclear power, particularly for AI data centers.

很高兴见到你

But first, to set the stage, Vikram, it's great to see you.

生产用例；实际生产场景

It's just part of actually applying it to production use cases and moving out of research.

心智模型

One, not applying the right mental model when you're starting to build, which is think memory first.

展望未来

But as we wrap up, I want to look forward a bit.

即便如此；尽管如此

But even so, in the last 10 years, like the evolution of Neural nets has been has been crazy.

产品工程

Speaking of that blog, you recently wrote about product engineering, which we've talked a little bit about.

一套新的目标

You want to know, can you then track progress against your new set of objectives?

几年前；两三年前

Like they were a big thing or everybody had high hopes like a couple of years ago and it didn't quite happen back then.

大公司；大型企业

And, you know, we've we've got basically all the big companies and big investors here in the Pacific Northwest.

人工智能领域

I know you've been all over the place talking to customers, talking to folks in the AI space.

先睹为快；抢先预览

But, thanks so much for giving us a little bit of a sneak peek into your thought process.

客户成功

That's the core motivation that really gets an excellent customer success person going, right?

灰色地带；界限模糊的领域

And so I think by taking that kind of approach, you can uh enable the system to run autonomously with much higher confidence, knowing that anything in the sort of gray area will come up for community review.

简短致谢

And a quick thank you to our presenting sponsors, Galileo, for helping to make this episode happen.

财政年度；会计年度

One example of a business rule is for an enterprise, fiscal year may start in February and may end in January.

深入探讨；深度剖析

And I'll definitely recommend once again for listeners that if you haven't already listened to our deep dive on agent memory that came out a couple weeks ago, highly recommend it.