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cover of episode AI Tools Help Alzheimer’s Researchers Dig Into Data

AI Tools Help Alzheimer’s Researchers Dig Into Data

2025/3/27
logo of podcast WSJ Tech News Briefing

WSJ Tech News Briefing

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Belle Lin
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Nicole Nguyen
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Nicole Nguyen: 我认为每个人都需要一个虚拟号码,因为我们的电话号码已经成为我们网络身份的替代品。每个服务都会要求你的号码,因为这是一个非常有价值的信息。短信应用已经安装在每个人的手机上,而且使用方便。一旦企业获得了你的电话号码,他们就可以向你发送信息,而且打开率非常高,远高于电子邮件。因此,这是一个与客户和潜在客户联系的好方法。获取虚拟号码最简单的方法是通过Google Voice。Google Voice提供免费的美国虚拟电话号码,虽然你不能自己选择号码,但可以选择你附近的区号。这样,当机场Wi-Fi或你最喜欢的咖啡馆的会员计划要求提供电话号码时,你可以提供这个虚拟号码。一旦这个号码收到太多垃圾信息,你就可以更换它。为了保护隐私和重要账户安全,拥有第二个号码非常值得。许多要求你提供电话号码的企业可能会共享或出售你的号码。由于你的电话号码也用于极其敏感账户(如包含十年回忆的Apple iCloud账户或与你的手机计划相关的Google账户)的账户恢复,因此最好将不太重要的数字服务与不同的号码绑定,以防企业决定出售或共享你的号码。你确实需要检查另一个应用程序才能查看你是否收到消息。但我认为重点是你不想收到这些消息通知,而是想选择接收消息。虽然Google Voice确实有一些方法可以确保你收到通知,例如,你可以每收到一条短信或语音邮件就收到一封电子邮件,或者有一个神奇的勿扰按钮可以将所有来电发送到语音信箱。因此,如果这个虚拟号码最终出现在营销人员使用的某个列表中,你就不必担心来电垃圾电话。Google Voice允许你每年更改一次号码,但如果你需要更频繁地更改号码,还有一个名为Burner App的应用程序,它允许你更频繁地更改号码,尽管该应用程序对每个计费周期可以更改的号码有限制。但是,该应用程序允许你拥有多个虚拟号码。因此,你可以为你的约会应用程序设置一个虚拟号码,为你的儿童保育提供者设置一个虚拟号码作为紧急求救热线等等。Burner App收费,是解决这个问题的好方法。 Belle Lin: 知识图谱就像一张地图,可以引导你穿过各个数据点之间的连接。它可以帮助你找到你正在搜索的内容与你过去搜索的内容之间的联系,并预测你将来可能搜索的内容。知识图谱大约十年前由谷歌推广,以改进其搜索引擎结果。对于企业和生命科学组织来说,它也非常有趣和相关,因为你不仅想知道这项研究是在哪本医学期刊上发表的,你还需要知道它与你特别感兴趣研究的某个基因是如何联系起来的。牛津药物研发研究所正在尝试的就是这一点。知识图谱本身并不是什么新技术,但将其与人工智能相结合才是这项技术的创新之处。他们表示,使用知识图谱和人工智能解决方案后,他们能够以大约快10倍的速度浏览大量的生物医学信息。这非常重要,因为这节省了时间,生物学家、研究人员和科学家现在可以将这些时间用于药物研发过程的其他方面。在实施知识图谱和人工智能解决方案之前,牛津药物研发研究所的研究人员从这项全基因组关联研究中发现了54个与免疫系统相关的基因。根据这54个结果,他们希望确定应该将大部分时间花在哪里,以找出哪些基因是可成药的,因为实际上并非所有这些基因都将成为药物验证和进一步研究的潜在目标。在没有知识图谱的帮助下,他们完全是手动进行这项工作的。他们会查阅PubMed(美国国家医学图书馆的庞大生物医学信息和期刊数据库),而且他们是在没有任何能够快速浏览这些信息并告诉他们这些基因的各种特性以及他们感兴趣的信息的解决方案的帮助下进行这项工作的。因此,在知识图谱和人工智能的帮助下,能够快速进行这种数据处理,大大加快了这一过程。阿尔茨海默病的研究尤其复杂且耗时,因为它有很多混杂的社会和经济因素以及社会环境因素。这就是为什么它需要更专门的研究,因为你必须把这些因素区分开来。有很多基因可能指向阿尔茨海默病,所以在研究过程的这一部分,你真的需要花时间仔细研究大量的研究,以确保你正在针对最容易成药的基因。这项技术不仅对生物技术研究有用,也适用于其他领域。知识图谱已经被数字零售商用来为在线购物者提供推荐。例如,当你浏览Pinterest网站时,Pinterest就是一个基于你之前保存的链接、你感兴趣的个人资料以及家居装饰等特定类别的知识图谱。这就是它如何提供你可能感兴趣的其他引脚的个性化集合。

Deep Dive

Chapters
This chapter explores the benefits of using a second phone number (a 'burner number') to reduce spam calls and texts. It explains how to set up a burner number using Google Voice or a similar app, and the advantages of separating personal and business contacts.
  • Using a burner number protects your main phone number from spam and potential misuse by businesses.
  • Google Voice offers a free virtual number, easily changeable once a year.
  • Burner apps provide more frequent number changes but may involve costs.

Shownotes Transcript

Translations:
中文

The PC gave us computing power at home, the internet connected us, and mobile let us do it pretty much anywhere. Now generative AI lets us communicate with technology in our own language, using our own senses. But figuring it all out when you're living through it is a totally different story. Welcome to Leading the Shift.

a new podcast from Microsoft Azure. I'm your host, Susan Etlinger. In each episode, leaders will share what they're learning to help you navigate all this change with confidence. Please join us. Listen and subscribe wherever you get your podcasts.

Welcome to Tech News Briefing. It's Thursday, March 27th. I'm Victoria Craig for The Wall Street Journal. Want to cut down on the seemingly endless flow of spam calls and texts? We'll explain why tapping into your inner spy might be just the solution. Then, the technology that helps us get search results in seconds could also help researchers speed up drug development.

First, the best way to free your phone of digital spam? Get a burner. Not a burner phone, but a throwaway number. The technique, which seems right out of the latest spy novel, allows you to keep your main number for important personal uses, and it gives you a different number to hand out to retailers, restaurants, and dating sites. WSJ personal tech columnist Nicole Nguyen explains that getting a second number is actually easier than it sounds.

Nicole, for people who haven't actually done this before, how do you go about setting up a burner number and why do you really need one? Everyone needs a burner number. And that's because our phone numbers have become a proxy for our identities on the Internet.

Every service asks you for your number. It's very rare to not shell out your number, and that's because it's a super valuable piece of information. The texting app, the messages app, is already installed on everyone's phones. SMS just works. You don't have to download anything. And once they have access to your phone number, these businesses can send you messages, and the open rate is huge.

very, very high compared to email. So it's a great way to get in touch with customers and potential customers. How would someone go about getting a burner number? The easiest way to get a burner number is through Google Voice. Google Voice offers a free virtual US phone number. You can't

Pick your number, really, but you can choose an area code that's near you if your city is not available. The thinking here is whenever airport Wi-Fi or some like loyalty program at your favorite cafe asks for a phone number, you offer this virtual phone number instead. And once that phone number is inundated with too much spam, you can just change it.

For people whose first foray this might be into the world of a second number, is it worth going through the extra steps just to save you from getting a few extra messages from stores that you're willing to give your number to? To me, yes. A lot of businesses that ask for your phone number can share it or sell it.

And because that phone number is also used as account recovery for extremely sensitive accounts like your Apple iCloud account that contains a decade worth of memories or your Google account that is associated with your cell phone plan, it's a good idea to have...

less essential things, digital services, be tied to a different number that's not your primary account, just in case a business does decide to sell or share it. You do have to check another app to see if you've received a message. But I think that's the point here is you don't want to be notified of these messages. You want to opt in to the messages. Although Google Voice does have a couple of

ways to make sure you are notified. Like you can get an email every time you get a text message or a voicemail, for example. There's a magical do not disturb button that sends all incoming calls to voicemail. So if that virtual phone number ends up on some list that marketers are using, you won't have to worry about incoming spam calls.

So if you decide to go down this route of actually getting a second number, it gets inundated, it gets put on lots of different lists, and you're getting all kinds of spam that you don't want. How easy is it then to just throw that number away and get a new one and then associate it with your Google Voice account or whatever other app you're using? So Google Voice does...

does allow you to change your number, but you can only do so once a year. Switching to a new number is not something that you should be doing every few months, but Google Voice does allow you to change it at least once a year. And if you do need to change it more often, there's another app called Burner App

that allows you to switch numbers more frequently, though there are app limits on the number that you can change per billing cycle. But that app allows you to have multiple virtual numbers. So you can have a virtual number just for your dating app, a virtual number that's an emergency SOS line for your child care provider or something like that. Burner app, which does charge money, is a good solution for that. That was The Wall Street Journal's personal tech columnist, Nicole Nguyen.

Coming up, Alzheimer's drug research is getting a boost from AI. We'll tell you how after the break.

It's tax season. So what's new this year that could save you money? The IRS says that taxpayers spend 13 hours and $290 preparing and paying just for the tax prep. So it's worth looking into different options. On the Your Money Briefing podcast from The Wall Street Journal, we're breaking down the latest tax rules, how to keep your tax data safe, and ways to file for free. Catch our series, Tax Season 2025, What's New? An

and everything else you need to know leading up to tax day on Your Money Briefing.

Over the years, technology has made research easier for everyone. We no longer have to spend hours at the library roaming the stacks and thumbing through endless pages and books. That's because now on-demand search engines can scour reams of information and turn out accurate results in seconds. That underlying technology is now being paired up with AI to help Alzheimer's researchers save time and hopefully find results faster. WSJ reporter Belle Lynn is here now.

It seems like knowledge graphs are at the center of a strategy by these researchers at the Oxford Drug Discovery Institute to use AI to help them comb through reams of data faster than they otherwise would be able to.

Just explain what knowledge graphs are and how much time this whole process can really save these researchers. A knowledge graph is basically like a map that can lead you through a bunch of connections between various data points. Like I think about a spreadsheet with numbers and rows, and that's how you represent data. A data is represented more like a map. So it can lead you through what Victoria is searching is similar to what Victoria has searched in the past. And you can sort of predict what Victoria might be searching for in the future.

A knowledge graph is something that was popularized by Google about 10 years ago or so to really improve its search engine results. And so when you're searching for something on Google, you have really a knowledge graph to thank. But it's also really interesting and relevant for enterprises as well as life sciences organizations because

You don't just want to know which particular medical journal this particular study was found in. You need to know how it links to a certain gene that you're particularly interested in studying. And that was what the Oxford Drug Discovery Institute was trying to do. So knowledge graphs themselves are not the new technology. Pairing it with artificial intelligence is the more innovative part of this whole process.

equation. How exactly did it help the researchers speed up? What were they able to identify faster that they couldn't do as quickly before? And how much faster are we really talking? So they say that they were able to do this process of looking through a very, very vast amount of biomedical information about 10 times faster.

And that can be pretty significant because that's time that was essentially sort of automated away that their biologists and their researchers and scientists can now spend working on other aspects of the drug discovery process. But essentially, before implementing the knowledge graph and AI solution, the researchers at the Oxford Drug Discovery Institute had discovered 54 or identified 54 genes from this genome-wide association study that were related to the immune system.

And based on those 54 results, they wanted to really prioritize and figure out where they should spend the most of their time figuring out which genes were druggable, because essentially not all of those genes are going to be potential targets for pharmaceutical validation and further research.

And so when they're doing this without the help of knowledge graphs, they're doing this completely manually. They're digging through PubMed, which is the National Library of Medicine's vast database of biomedical information and journals. And they're doing this all without the help of a solution that can comb through them really quickly and tell them about the various properties of these genes and

the information that they're interested in. And so when you have the help of something like a knowledge graph and the help of AI that can do this kind of data crunching really quickly, that vastly speeds along the process.

And you point out in your piece that Alzheimer's research is a particularly difficult area of study. Why is it so complicated to navigate and why is it also so time-consuming? The researchers told me that Alzheimer's in particular has a lot of confounding social and economic, social environmental factors, and

And so that's why it requires a bit more of dedicated study because you have to sort out for those things. And there are so many genes that can point to Alzheimer's that in this particular part of the research process, you really want to spend the time

digging through the vast amount of research to make sure that you are targeting the most druggable genes. Doing that work beforehand is extremely crucial. And I think as you hinted at, this kind of technology isn't just useful in biotech research. It can be applicable in

in other fields too, right? Yeah, definitely. Knowledge graphs have already been used by digital retailers to help provide recommendations for the recommendations that they provide to online shoppers. And so when you're looking through a website like, say, Pinterest, Pinterest is a knowledge graph based on

the prior links that you've pinned, the profiles that you're interested in, the categories of maybe home decor or whatever the particular category might be. And that's how it provides a very personalized set of other pins that you might be interested in. That was WSJ reporter Belle Lynn. And that's it for Tech News Briefing. Today's show was produced by Jess Jupiter with supervising producer Emily Martosi. I'm Victoria Craig for The Wall Street Journal. We'll be back this afternoon with TNB Tech Minute. Thanks for listening.