Name: 教師們看過來！用 NotebookLM 提升你的研究與備課效率！AI 助你一臂之力 | 專為學生設計 | Google (Faculty: Use NotebookLM for Your Research and Course Prep | AI for Students | Google)
Uploaded: 2026-01-23T17:46:59.000Z
Duration: 9 min 49 s

I'm Steven Johnson, editorial director at NotebookLM and Google Labs.

我是 Steven Johnson，NotebookLM 和 Google Labs 的編輯總監。

動名詞

Before I joined Google, I spent most of my career writing and researching books about the history of science and technology and innovation.

在加入 Google 之前，我大部分的職涯都在撰寫和研究關於科學、科技和創新史的書籍。

And through that whole period, I'd always been incredibly interested in the capability of software to help with the writing and the research process.

在這段期間，我一直對軟體在寫作和研究過程中的能力感到非常著迷。

So I'd always been an early adopter of new tools to help me organize my ideas, to help me write those books.

所以我一直都是新工具的早期採用者，用來幫助我組織想法、寫書。

And because of that history, about three years ago, Google reached out to me and asked if I would like to join Google Apps to help them develop an AI first tool for research and writing.

因為這段經歷，大約三年前，Google 聯繫我，問我願不願意加入 Google Apps，協助他們開發一款 AI 優先工具，用於研究和寫作。

There are a lot of different uses for NotebookLM, but

NotebookLM 有很多不同的用途，但是

we think it's particularly valuable in the classroom, both for students and for educators.

我們認為它在教室裡特別有價值，無論是對學生還是教育工作者。

I wanna walk you through how the product works and give you some advice on the best techniques, both for doing your own research and also helping you with your teaching.

我想帶大家看看這個產品的運作方式，並提供一些關於最佳技巧的建議，無論是做自己的研究，還是幫助你的教學。

So the first thing you need to understand about Notebook is that it is primarily organized around this concept, logically enough, of notebooks.

所以關於 Notebook，你需要先了解的第一件事是，它主要圍繞著一個概念來組織，也就是筆記本。

So you can organize your projects into specific notebooks on a range of topics.

所以你可以針對各種主題，將你的專案組織到特定的筆記本裡。

These could correspond to an essay you're starting to write, a book you're working on, a class you're teaching, or any other project that's important to your work.

這些可以對應到你正在寫的論文、你正在寫的書、你正在教的課程，或是對你工作很重要的任何其他專案。

In this case, I'm going to show you an example of a research project that actually I'm working on right now, researching the history of the gold rush for a potential book.

在這裡，我將為你展示一個我目前正在進行的研究專案的例子，研究淘金熱的歷史，為一本可能的書做準備。

So I open up this notebook and you'll see right away one of the most important things that you need to understand in using NotebookLM.

所以我打開這個筆記本，你會馬上看到在使用 NotebookLM 時，你需要了解的最重要的事情之一。

The whole product is designed around the sources that you upload.

整個產品都是圍繞著你上傳的來源來設計的。

This is one of the most fundamental things about the whole platform of NotebookLM.

這是 NotebookLM 整個平臺最基本的事情之一。

When you use NotebookLM, all of the interactions with the NotebookLM AI are going to be grounded in the sources that you have chosen.

當你使用 NotebookLM 時，所有與 NotebookLM AI 的互動都將以你選擇的來源為基礎。

That means that the model will answer its questions factually, based on the information in that source material that you've uploaded, and

這表示模型會根據你上傳的來源資料中的資訊，事實性地回答問題，而且

And as you'll see, it will give you citations showing you the original passages in those sources to help you both fact check the model and to explore the sources in new ways.

你會看到它會提供引用，顯示你原始的段落來源，幫助你事實查核模型，並以新的方式探索來源。

This is a really important idea for anybody who's doing research, because you don't just want kind of general knowledge about the world, you want very specific knowledge from primary sources or secondary sources, information that you can trust.

對於任何做研究的人來說，這是一個非常重要的概念，因為你想要的不是一般的世界知識，而是來自第一手或第二手資料的特定知識，是你可以信任的資訊。

Notebook makes it incredibly easy to work with that information.

NotebookLM 讓處理這些資訊變得非常容易。

One thing that's important to understand here is that we are not training the underlying AI model on the information that you've uploaded.

有一點很重要，我們要了解的是，我們並不會用你上傳的資訊來訓練底層的 AI 模型。

It's like that information gets put into the short term memory of the model and once your session is over, it disappears.

這些資訊就像進入模型的短期記憶，一旦你的會話結束，它就會消失。

There's no way for that information to then show up in any other knowledge that's shared by any other user across the Google ecosystem.

這些資訊不會出現在 Google 生態系統中任何其他使用者分享的任何知識裡。

So in this case, I've loaded in a couple of different sources here.

所以在這個例子中，我載入了幾個不同的來源。

You can add Google Docs and PDFs, audio files, web sites.

你可以加入 Google Docs 和 PDF、音訊檔案、網站。

We're supporting more and more of these source types over time.

我們會持續支援更多類型的來源。

I've grabbed some quotes from a book that I read, a fabulous book called the Age of Gold.

我從一本我讀過的書裡擷取了一些引述，這是一本很棒的書，叫做《黃金時代》。

And I brought those quotes in as part of my research, just kind of pasting them into a doc so that I have this information from a book that I read as part of my research.

我把這些引述作為我研究的一部分放進來，只是把它們貼到一個文件中，這樣我就有了這本書裡我研究的資訊。

I've also uploaded an open source textbook about Manifest Destiny, public domain work from the 1850s about the discovery of the Yosemite, and

我也上傳了一本關於「天命」的開源教科書，這是 1850 年代的公共領域作品，內容是關於優勝美地的發現，還有

Now that I have all this information in this notebook, it's as if the AI is a kind of domain expert in the history of a gold rush.

現在我把所有這些資訊都放進這個筆記本裡了，就像 AI 成了淘金熱歷史的領域專家一樣。

So, for instance, there's a suggested question right here at the base that says, how did the discovery of gold impact California's population and social economic landscape?

所以，舉例來說，這裡底部有一個建議的問題，寫著「黃金的發現如何影響加州的居民以及社會經濟格局？」

Okay, that sounds like a pretty interesting question.

好的，這聽起來是個很有趣的問題。

And what the model will do is go through all these sources that I've collected and create a custom answer based specifically on the information in those sources.

而模型會做的是，它會檢視我收集到的所有這些來源，然後根據這些來源裡的資訊，量身打造一個客製化的答案。

And it will give me citations back to the original passages so that I can confirm that the information is right.

它還會提供原始段落的引用，讓我可以確認資訊的正確性。

And I can use that as a way of exploring the material and diving deeper.

我可以用這個方法來探索教材，深入瞭解。

It's nicely organized, it's in depth, it has really helpful formatting.

它組織得很好，內容深入，格式也很實用。

I can go through this information, learn about these impacts to the society and the economy.

我可以透過這些資訊，瞭解對社會和經濟的影響。

And if I see something that's interesting, I see this citation here, I can just hover over it and I see the original quote right there.

如果我看到什麼有趣的地方，像是這裡的引用，我只要把滑鼠移過去，就能看到原始的引文。

And if I want to actually go find that part in the original source, I just click on it and it takes me directly to that passage.

如果我想在原始來源裡找到那部分，我只要點一下，它就會直接帶我到那個段落。

So this is almost like having a dynamic index that you can build on the fly for anything you're exploring.

所以，這幾乎就像擁有一個動態索引，你可以隨時為你正在探索的任何內容建立。

But Notebook is about much more than just text.

但 Notebook 的功能不只在於文字。

You can also generate these other overviews so you can create a study guide or a briefing doc.

你也可以產生這些其他的摘要，這樣你就可以建立學習指南或簡報文件。

You can create one of our popular features, Audio Overviews, which turns the whole information in your sources into an engaging AI podcast between two interesting hosts.

你可以建立我們熱門的功能之一「音訊摘要」，它會將你所有來源的資訊轉變成兩位有趣主持人之間的互動式 AIPodcast。

To help you understand the material, listen to it it while you're driving to work or at the gym.

為了幫助你理解內容，開車上班或在健身房時，都可以聽聽看。

We have an amazing new feature called Video Overview that takes your information and turns it into a 10 to 15 minute lecture with slides.

我們有一個很棒的新功能叫做「影片摘要」，它會擷取你的資訊，並將其轉變成一個有投影片的 10 到 15 分鐘講座。

And one of my favorite ones I think is particularly useful for researchers.

我最喜歡的一個功能，我覺得對研究人員特別有用。

So if you generate a mind map notebook will go through all of the information in your sources and create a nested diagram of all the key concepts that you can then use to explore the material as well.

所以，如果你產生一個心智圖筆記本，它會檢視你所有來源的資訊，並建立一個所有關鍵概念的巢狀圖，然後你也可以用它來探索內容。

So in this mind map, with just one click, it has gone through all the material in those sources and basically pulled out these key concepts.

所以，在這個心智圖中，只需點一下，它就已經看完了所有來源的內容，並基本上提取出了這些關鍵概念。

And I can instantly see, oh, I'm interested in the actual discovery of gold.

然後我馬上就能看到，哦，我對黃金的實際發現很感興趣。

I click on here that takes me to these subcategories, important people like James Marshall, the confirmation by President Polk, I'm interested in that if I click on that node in the mind map, it immediately takes me over here and and generates a new question in chat so that I can dive more deeply into that particular concept.

我點擊這裡，它會帶我到這些子類別，像是詹姆斯·馬歇爾（James Marshall）這樣的重要人物，還有波爾克總統（President Polk）的確認，我對這個很感興趣，如果我點擊心智圖中的那個節點，它就會立即帶我到這裡，並在哈拉中產生一個新問題，讓我可以更深入地探討那個特定概念。

So in this case, the confirmation of the Gold Rush by President Polk, it will generate another grounded answer explaining in detail how that happened, giving me all the information I need.

所以在這個例子中，波爾克總統對淘金熱的確認，它會產生另一個有根據的答案，詳細解釋這是如何發生的，並提供我所需的所有資訊。

So it's a genuinely new way of exploring and navigating through large bodies of information.

所以這是一種真正全新的探索和瀏覽大量資訊的方式。

It's really exciting from a researcher point of view.

從研究人員的角度來看，這真的很令人興奮。

Now I also want to show you how notebook can be used to actually teach your classes.

現在我也想向大家展示 NotebookLM 如何用於實際的教學。

So I have a notebook here for a class that I might be thinking of teaching on urban planning inspired by the work of Jane Jacobs.

所以我這裡有一個筆記本，是關於我可能正在考慮教授的課程，主題是受珍·雅各布斯（Jane Jacobs）作品啟發的都市計畫。

And I'm still in the early stages of plotting out this class and I'm thinking about what the lesson plan might be.

我還在規劃這門課程的早期階段，並且正在思考課程計畫可能會是什麼。

I want it to be project based, learning based.

我希望它是以專案為基礎、以學習為導向的。

And I know that I want to have Jane Jacobs ideas to be at the center of it.

而且我知道我希望珍·雅各布斯的想法能成為課程的核心。

And so in this case, what I've done is I've created a notebook with the following sources.

所以在這裡，我建立了一個筆記本，裡麵包含以下這些資料。

I have quotes from Jacobs famous book Death and Life of the Great American Cities that I've gathered as part of my research and preparing for the class.

我收集了珍·雅各布斯著名著作《美國大都市的死與生》中的引言，作為我研究和準備課程的一部分。

That's kind of the core material at the basis of the class.

這可以說是課程的基礎核心教材。

There's also a YouTube interview with Jane Jacobs herself that I've uploaded.

另外還有珍·雅各布斯本人的 YouTube 訪談影片，我也上傳了。

And there's a framework for quality project based learning classes that I want to use as kind of guidance for the structure of the class.

還有一個我想要用來指導課程結構的、關於高品質專案式學習的架構。

And I actually just jotted down on a piece of paper the outline of in my own handwriting for the class itself.

我其實還在一張紙上，用我自己的手寫筆記，寫下了課程本身的綱要。

所以，我已經有了課程的架構。

I've got a brief kind of overview of what I want those sessions to be.

我對這幾個單元想包含的內容，有一個簡短的概述。

And so one of the things that's amazing about Notebook is that it can take all these different kinds of sources and stitch them together into a new document that you can then use and edit and expand on.

而且 Notebook 最棒的一點就是，它可以整合各種不同的資料來源，然後將它們組合成一份新的文件，讓你之後可以編輯、擴充。

It gives you a kind of really quick way of building a rough draft of an idea.

它提供了一種非常快速的方式，讓你建立一個初步的想法草稿。

So in this case I'm going to ask prepare a lesson plan for an urban planning class based on Jacob's work, have it follow the project based learning guidelines and follow my outline.

所以這次，我會請它準備一份都市計畫課程的教學計畫，以 Jane Jacobs 的著作內容為基礎，並遵循專案式學習的準則和我的大綱。

And so Notebook is going to take all this information, stitch together from all four of these different sources and build a draft lesson plan for this class.

Notebook 會整合這四種不同來源的資訊，然後建立一份這門課程的教學計畫草稿。

For me, it's an example of not just using the sources as a source of truth, but

對我來說，這不只是把資料當作真理的來源，

also as kind of guidance or structuring information that helps you organize your ideas much more effectively.

更是把它當作一種指引或結構化的資訊，能幫助你更有條理地組織你的想法。

So you'll see in just a matter of a few seconds, it's creating this lesson plan, Understanding and shaping our Cities Jane Jacobs project.

你就會看到，Notebook 在幾秒鐘內就完成了這份教學計畫，主題是「理解與塑造我們的城市：Jane Jacobs 專案」。

And you'll see here, it's organized it exactly along the lines of my handwritten outline here.

你會發現，它完全按照我手寫大綱的架構來組織內容。

So session one is the kind of problem the city is.

所以，第一單元是「城市是什麼樣的問題」。

You'll see here in my handwritten outline, session one, the kind of problem the city is.

你看看我手寫的大綱，第一單元就是「城市是什麼樣的問題」。

So it's reading my handwriting and bringing this all together, talking about her work, quoting from Jacob's citations all the way through the whole thing.

所以它讀懂了我的手寫字，然後把這些內容整合起來，談論她的作品，並在整份計畫中引用了 Jacobs 的資料。

And it even includes that project based learning criteria to explain why this lesson plan fits the guidelines that I've included as sources.

它甚至還包含了專案式學習的標準，來解釋為什麼這份教學計畫符合我作為來源所提供的準則。

And I think what's so powerful about this is this gets you to that first draft of an idea so much faster than you would normally do it.

我覺得最厲害的地方是，它能讓你更快地完成想法的初稿，比你平常的速度快很多。

Doing this all manually, you can still shape this in all these different ways.

如果全部手動完成，你還是可以從各種不同的方式來調整它。

And you've made the core decisions in terms of curating the information.

在篩選資訊方面，你已經做出了核心的決定。

You've made the core decisions in terms of creating the outline.

在建立大綱方面，你已經做出了核心的決定。

What Notebook is doing is filling in the details for you much more efficiently than any other tool out there.

NotebookLM 所做的，就是比市面上任何其他工具都更有效率地為你填補細節。

So that's a guide to how NotebookLM can be helpful to you both in terms of your research and writing and in terms of your teaching.

所以這就是一份指南，告訴你 NotebookLM 在研究寫作和教學方面，能如何幫助你。

We're really excited about these new features and we hope you'll give it a try.

我們對這些新功能感到非常興奮，希望你會試試看。