Name: 12分鐘精通Gemini 3.0職場應用！(2026) (Master Gemini 3.0 for Work in 12 Minutes (2026))
Uploaded: 2025-12-20T23:24:29.000Z
Duration: 12 min 58 s

情態副詞

Gemini 3.0 is a fantastic model, but the sheer volume of updates is honestly overwhelming, and

Gemini 3.0 是一個很棒的 model，但更新的數量真的很多，

not every new feature deserves your attention.

並不是每個新 feature 都值得你關注。

So after a month of going through official guides and testing Gemini 3 with real work, I've narrowed down the five changes that actually matter for professionals.

所以，我花了一個月的時間，研究了官方指南，並用真實的工作來測試 Gemini 3，最後整理出對 professionals 真正重要的五個改變。

Let's get started kicking things off with the first major update.

我們就來 kicking things off，從第一個 major update 開始。

Improved Multimodal Understanding in plain English, Gemini 3 has become much better at understanding images, video and audio together.

簡單來說，Improved Multimodal Understanding 就是 Gemini 3 在理解 images、video 和 audio 方面變得更強了。

Previously, Gemini might have broken down a video into a collection of screenshots and an audio track.

以前，Gemini 可能會把一段 video 分解成一堆 screenshots 和一個 audio track。

Now Gemini 3 can process everything at once by linking audio cues to visual data.

現在 Gemini 3 可以一次處理所有東西，透過 linking 視覺資料和音訊線索。

In practice, this means we can upload a short form video, for example, and

實際應用上，這代表我們可以 upload 一個 short form video，

ask Gemini 3 to first watch the video to understand what's going on, then output specific and detailed recommendations for improvement.

然後請 Gemini 3 先看完影片瞭解內容，接著輸出具體且詳細的 recommendations for improvement。

But let's see how this translates to actual work here.

那我們就來看看實際工作上會怎麼用。

Here I've uploaded a screen recording onto Gemini and said I just recorded a walkthrough on how to toggle smart features in Gmail.

我這裡上傳了一個螢幕錄影到 Gemini，並告訴它我剛錄了一個關於如何在 Gmail 中切換智慧功能的教學。

Watch the recording and turn it into a clean step by step checklist that I can hand to a new hire so they can do it next week without asking me questions.

請它看完錄影，然後整理成一份清晰的步驟清單，讓新進員工下週可以直接照做，不用來問我問題。

In under 60 seconds, Gemini turns a messy one time recording into a permanent training asset, which is a complete game changer for anyone working in operations.

Gemini 在不到 60 秒內，就把一個零散的錄影檔變成可永久使用的訓練教材，這對做營運的人來說，完全是 game changer。

Taking this a step further, and bear with me, this might sound a bit dystopian.

再進一步想想，請大家稍微想像一下，這聽起來可能有點反烏託邦。

You you can now upload hours of user interviews and ask list every moment the user frowned or paused for more than three seconds and tell me exactly what was on screen in that moment.

你現在可以上傳數小時的使用者訪談，然後請它列出使用者皺眉或暫停超過三秒的每一個時刻，並精確告訴我當下螢幕上顯示的內容。

That level of analysis used to take a human team weeks of analysis.

這種程度的分析，以前需要一個團隊花好幾個星期才能完成。

Now you can get it in days, if not hours.

現在，幾天，甚至幾小時內就能得到結果。

On a lighter note, this improved multimodality is also why nanobanana Pro produces such clean images.

換個輕鬆點的說法，這種 Improved Multimodal Understanding 也是 nanobanana Pro 能產出這麼乾淨 images 的原因。

Now I can take a dense industry report, turn it into a clean infographic with legible text, some something previous models struggled with, and

現在我可以把一份密密麻麻的產業報告，轉化成一張乾淨的資訊圖表，裡面的文字清晰可讀，這是之前的 model 比較難做到的，而且

tweak the design until it looks just right.

還能微調設計，直到它看起來完美。

It's this fluid movement, seamlessly translating video into text and text into image, that showcases what true multimodality looks like in practice.

這種流暢的轉換，將 video 轉成 text，再把 text 轉成 image，完美展現了什麼是真正的 multimodality。

So previous versions of Gemini already had a massive context window of over a million tokens, meaning we could upload a lot of files.

之前的 Gemini 版本已經有超過一百萬個 token 的超大 context window，代表我們可以 upload 很多檔案。

But simply holding that much information is very different from actually understanding it.

但光是能儲存那麼多資訊，跟真正理解它，可是完全不同的。

Think of it like someone flipping through a 200 page book instead of thoroughly studying it with this update, Gemini 3 is now 60% better at finding and using specific information buried deep inside your documents.

想像一下，就像有人在翻閱一本 200 頁的書，而不是仔細研讀，有了這個 update，Gemini 3 現在在尋找和使用埋藏在你文件深處的特定資訊方面，表現提升了 60%。

And to show you the difference, here's a real world example.

為了讓大家看到差異，這裡有一個真實世界的例子。

Let's say you're a strategy analyst responsible for covering meta.

假設你是一位負責涵蓋 Meta 的策略分析師。

You can now upload all the earnings call recordings and financial PDFs from the past year and ask Gemini, based on all these sources, what are the three biggest discrepancies between management status strategy in the video calls and what the financial data in the PDFs actually shows?

你現在可以 upload 過去一年的所有財報電話會議錄音和財務 PDF，然後問 Gemini，根據所有這些來源，管理層在電話會議中提出的策略和 PDF 中的財務數據實際顯示的內容之間，最大的三個差異是什麼？

Just think about how complex that request is.

Gemini would first need to figure out what the executives actually meant from the earnings calls, find the right financial numbers barred in I don't know how many pages and then connect the two.

Gemini 首先需要從財報電話會議中弄清楚高管們的實際意思，在不知道多少頁的內容裡找到正確的財務數字，然後將兩者連結起來。

Instead of a generic summary or hallucinating a connection, Gemini 3 now correctly identifies that Zuckerberg claims strong momentum for Reality Labs.

Gemini 3 現在不再是提供籠統的總結或虛構連結，而是能正確指出 Zuckerberg 聲稱 Reality Labs 勢頭強勁。

But in reality, from the financial statements it shows that that segment lost more than 4.4 billion and represents less than 1% of their total revenue.

但實際上，從財務報表中可以看出，該部門虧損超過 44 億美元，佔總收入不到 1%。

So as a rule of thumb, we can now stop treating the context window as just a storage bin for our files and use it instead as an active working memory.

所以，總的來說，我們現在可以停止將 context window 僅僅視為文件的儲存空間，而是將其用作主動的工作記憶。

When, for example, we need to spot conflicts across different file types, this connects to something interesting.

例如，當我們需要找出不同文件類型之間的衝突時，這就與一個有趣的事情有關。

According to LinkedIn, people management is now the number one skill employers are looking for in the age of AI, and

根據 LinkedIn 的說法，在 AI 時代，人們管理現在是僱主尋找的第一技能，而且

roles requiring these skills typically pay $32,000 more per year.

需要這些技能的職位通常每年多付 32,000 美元。

So if you want to build that skill, I'd recommend the new Google People Management Essentials course on Coursera.

所以，如果你想培養這項技能，我推薦 Coursera 上全新的 Google 人員管理入門課程。

It comes from the Google School for Leaders, which means you're getting nearly 20 years of internal Google research, the same training they give their own managers packaged into a practical course that anyone can take.

這是來自 Google 領導者學校的課程，這表示你將獲得近 20 年的 Google 內部研究，也就是他們給予自己經理的培訓，包裝成任何人都可以上的實用課程。

In addition to core skills like coaching and decision making, they also cover how to use AI as a management tool, which ties directly into what we've been talking about.

除了指導和決策等核心技能外，他們還涵蓋如何將 AI 作為管理工具，這直接呼應了我們一直在談論的內容。

Right now you can get 40% off three months of course Coursera, so click the link in the description to get started.

現在你可以享有 Coursera 三個月課程 40% 的折扣，所以點擊說明中的連結開始吧。

Huge thanks to Coursera for sponsoring this portion of the video onto update number three.

非常感謝 Coursera 贊助影片的這個部分，接下來是第三個更新。

Enhanced Workspace Search to be clear, the ability for Gemini to search across your Google apps has been around for a while, but

增強的 Workspace 搜尋，說明白一點，Gemini 搜尋你的 Google 應用程式的功能已經存在一段時間了，但是

let's be honest, in the past it was a hit or miss.

老實說，過去它總是時好時壞。

Sometimes it worked, sometimes it hallucinated emails that never existed.

有時候有用，有時候會編造根本不存在的電子郵件。

With Gemini 3, that inconsistency is basically gone.

有了 Gemini 3，這種不一致的情況基本上消失了。

And now the workspace integration is reliable enough that I actually trust it with day to day work.

而且現在 Workspace 的整合已經可靠到我真的可以信任它來處理日常工作。

Diving to real example, a freelancer I worked with a year ago recently emailed me asking for a testimonial.

舉個實際的例子，一年前合作過的自由工作者最近寄信給我，請我寫推薦函。

Previously, I would have to spend like 20 minutes searching Gmail for old threads and checking my Google Drive for like shared docs.

以前我得花大概 20 分鐘在 Gmail 裡搜尋舊的對話串，然後到 Google Drive 裡找共用的文件。

Right now I can just enable the workspace extension and ask Gemini Find everything related to this freelancer and his work across my Gmail and drive and draft two testimonials, one short and one detailed.

現在我可以直接啟用 Workspace 擴充功能，然後請 Gemini 尋找所有與這位自由工作者及其工作相關的內容，橫跨我的 Gmail 和 Drive，並草擬兩份推薦函，一份簡短一份詳細。

And a minute later I have drafts that cite specific deliverables and outcomes pulled directly from my actual correspondence.

一分鐘後，我就有草稿了，裡面引用了直接從我實際往來信件中擷取的具體交付項目和成果。

Put simply, this change means we're able to turn our scattered digital history, emails, drive files, and

簡單來說，這個改變意味著我們能夠將零散的數位歷史，像是電子郵件、Drive 檔案和

docs into a single searchable knowledge base we can actually query.

文件，轉變成一個單一、可搜尋的知識庫，我們可以實際查詢。

Here's another use case for those of you struggling with email management.

接下來是另一個給那些在處理電子郵件管理上感到困擾的人的應用案例。

Let's say it's Monday morning and your Gmail is overflowing with unread messages, right?

假設現在是週一早上，你的 Gmail 裡塞滿了未讀訊息，對吧？

Instead of scrolling through everything, enable the Gmail extension and ask Gemini find emails from the last week that mentioned deadlines.

與其逐一捲動瀏覽，不如啟用 Gmail 擴充功能，然後請 Gemini 找出上週提到的截止日期的電子郵件。

Group them by category or project and tell me what needs my response.

將它們依類別或專案分組，並告訴我哪些需要我的回覆。

Today, Gemini scans your Gmail, pulls irrelevant threads, organizes them into logical groupings and flags what requires action now.

今天，Gemini 會掃描你的 Gmail，整理不相關的郵件線程，將它們組織成邏輯分組，並標記出現在需要處理的事項。

And here's one more for those of us, especially me, who hate writing performance reviews.

再來一個是給我們這些，特別是我，討厭寫績效評估的人的應用案例。

With the workspace extension enabled, ask Gemini to search my emails, docs and calendar from the past six months, identify the major projects I contributed to, plot any quantifiable results like target achieved or deadlines met, and

啟用 workspace 擴充功能後，請 Gemini 搜尋我過去六個月的電子郵件、文件和行事曆，找出我參與的主要專案，標示出任何可量化的成果，例如達成的目標或已完成的截止日期，然後

撰寫一份我可以編輯的績效評估。

Instead of spending an afternoon reconstructing your own accomplishments, you get a first draft with specifics already filled in.

與其花一下午的時間重構自己的成就，你就能得到一份已經填入具體細節的初稿。

Pro Tip if your company requires you to follow a specific structure or format, just upload your previous write ups and ask Gemini to reference those files.

小提示：如果你的公司要求你遵循特定的結構或格式，只要上傳你之前的寫作內容，然後請 Gemini 參考那些檔案。

So as a rule of thumb, if you would normally spend more than 10 minutes hunting through old emails and docs to reconstruct context in Google workspace, ask Gemini first.

所以，總的來說，如果你平常需要花超過 10 分鐘的時間在 Google workspace 中搜尋舊郵件和文件來重構上下文，那就先問 Gemini。

By the way, if you're tired of getting inconsistent or just straight up bad results from AI, I put together something called Essential Power Prompts.

對了，如果你厭倦了從 AI 那裡得到不一致或根本就很爛的結果，我整理了一個叫做 Essential Power Prompts 的東西。

It's a notion library of 15 battle tested prompts I actually use for real work, each with a video walkthrough showing exactly how to apply it.

這是一個 Notion 函式庫，裡面有 15 個我實際用於實際工作的、經過實戰考驗的提示詞，每個都附有影片導覽，詳細說明如何應用。

These are all plug and play, so you can start using them immediately.

這些都可以直接套用，所以你可以立即開始使用。

Link down below onto the fourth major update, Generative Surfaces.

連結在下方，關於第四個 major update，Generative Surfaces。

To be clear, I've always maintained that benchmark scores are an extremely limited way to evaluate model performance because they can be so easily gamed.

說清楚一點，我一直認為 benchmark scores 是評估 model performance 的一個非常有限的方法，因為它們很容易被操弄。

But in this case, I do need to recognize that Gemini 3 scored a whopping 72.7% on the screen Spot Pro benchmark, which measures screen understanding.

但在這裡，我必須承認 Gemini 3 在 screen Spot Pro benchmark 上取得了驚人的 72.7%，這個 benchmark 用來衡量 screen understanding。

And if you compare that to just 11.4% for the previous model, you can see the massive leap in its ability to understand user interface layouts in simple terms.

如果你把它跟前一個 model 的 11.4% 相比，你就能看到它在理解 user interface layouts 方面有巨大的進步，用 plain English 來說。

Gemini can now generate interactive tools and visual layouts on the fly so the output format matches our actual task.

Gemini 現在可以即時生成 interactive tools 和 visual layouts，所以 output format 會符合我們實際的 task。

For example, I was recently evaluating three newsletter platforms, Substack, Ghost and Beehive, none of which are sponsors by the way.

例如，我最近在評估三個 newsletter platforms，Substack、Ghost 和 Beehive，順帶一提，這些都不是贊助商。

I uploaded their pricing and feature pages onto Gemini and asked create a comprehensive comparison table that compares these three platforms based on the attached documents.

我把它們的 pricing 和 feature pages 上傳到 Gemini，然後要求它根據附加文件，創建一個 comprehensive comparison table 來比較這三個 platforms。

Now, just for contrast, if I don't enable Dynamic View, I get exactly what I'd expect, a comprehensive yet static table comparison.

現在，作為對比，如果我不啟用 Dynamic View，我就會得到我預期的結果，一個 comprehensive 卻是 static 的 table comparison。

Now watch what happens when I use the same prompt, but this time with Dynamic View enabled.

現在，看看當我使用相同的 prompt，但這次啟用 Dynamic View 時會發生什麼。

We're going to fast forward a bit here, and

after a few minutes I get a fully functional and actually useful interactive tool.

幾分鐘後，我就得到一個功能齊全、真正有用的互動工具。

Under the Revenue Calculator tab I can move these sliders to estimate annual gross revenue based on subscriber count and monthly subscription price.

在「營收計算器」標籤頁下，我可以移動這些滑桿，根據訂閱人數和每月訂閱價格來估計年總營收。

I can see in real time how much I get to keep after each platform takes their cut.

我可以即時看到在每個平臺抽成後，我還能保留多少錢。

And that's not even mentioning these other tabs that compare features in detail.

這還沒提到其他詳細比較功能的標籤頁呢。

I can even follow up with make this tool more useful and be more objective in your comparison.

我甚至可以接著要求「讓這個工具更有用，並在你的比較中更客觀」。

And Gemini is able to update the tool based on that simple and vague feedback.

Gemini 能夠根據這個簡單且模糊的回饋來更新工具。

Okay, I was going to move on, but this is crazy.

好吧，我本來要繼續下一個話題了，但這太瘋狂了。

It created a break even calculator that looks to be correct and they have a recommendation quiz for beginners.

它建立了一個看起來正確的損益兩平計算機，還有一個給初學者的推薦測驗。

As you can see, with generative interfaces, the output arrives in a format we can use immediately, meaning we don't need to manually reformat the AI output into something usable.

你可以看到，透過生成式介面，輸出的內容是我們可以直接使用的格式，這表示我們不需要手動將 AI 的輸出重新格式化成可用的東西。

這還有一個更強大的使用情境。

Instead of creating slides to present this data in a quarterly review, for example, we can share this spreadsheet with Gemini, enable Dynamic View and say create a dashboard where I can filter by region and click any bar to see the underlying accounts.

與其像這樣建立投影片來呈現季度審查的資料，我們可以將這個試算表分享給 Gemini，啟用動態檢視，然後說「建立一個儀錶板，我可以依地區篩選，並點擊任何長條圖來查看底層帳戶」。

After a minute we have a Revenue Insights dashboard where I can click into specific regions to uncover insights.

一分鐘後，我們就有一個營收洞察儀錶板，我可以點擊特定地區來深入瞭解。

APAC has a much higher churn rate than America's, which requires a follow up.

亞太地區的客戶流失率遠高於美國，這需要後續追蹤。

Or I can just go into all regions and click into specific bars for more information.

或者我可以進入所有地區，點擊特定長條圖以獲取更多資訊。

Pro Tip Explicitly ask for the controls you want, like give me a dashboard with a slider for budget and a toggle for region so the AI can create tools tailored to our use cases.

專業提示：明確要求你想要的控制項，例如「給我一個帶有預算滑桿和地區開關的儀錶板」，這樣 AI 就能為我們的使用情境建立量身打造的工具。